Postmodeling notebook example

Postmodeling notebook example#

This notebook demonstrates how we can use the postmodeling module of Triage to dive deeper into the models we have trained. Typically, we do this anaylsis after we do Audition to narrow down the model groups we are interested in. Here, we take three models trained to predict the likelihood of experiencing a near-term (6 months) severe behavioral health episode for people who have interacted with county services to demonstrate how this module can be used.

In the rest of this notebook we’ll use the following models:

Model group id	Model type
16	RandomForestClassifier
125	DecisionTreeClassifier
117	Baseline

import pandas as pd 
import seaborn as sns
import matplotlib.pyplot as plt 
import yaml

from triage.component.postmodeling.base import MultiModelAnalyzer, SingleModelAnalyzer
from triage.component.postmodeling.crosstabs import run_crosstabs_from_matrix
from triage.component.postmodeling.add_predictions import add_predictions
from triage.util.db import create_engine
from sqlalchemy.engine.url import URL

with open("database.yaml", "r") as f:
    db_conf = yaml.safe_load(f)

db_url = URL(
            'postgres',
            host=db_conf['host'],
            username=db_conf['user'],
            database=db_conf['db'],
            password=db_conf['pass'],
            port=db_conf['port'],
        )

db_engine = create_engine(db_url)

db_engine = create_engine(db_url)

Parameters#

model_grp_rf = 16
model_grp_dt = 125
model_grp_baseline = 117
experiment_hash = 'f2614123549000597dbda80cb6e629b4'
model_id_rf = 1359
model_id_dt = 1214
model_id_baseline = 1210

Postmodeling analysis on a Model#

This analysis allows you to get some important characteristics specific to a single model_id.

sma = SingleModelAnalyzer(model_id_rf, db_engine)

1. Score distribution#

Without label#

plt.clf()

fig, axes = plt.subplots(1, 1, figsize=(5, 4), sharey=True, sharex=True, dpi=100)
sma.plot_score_distribution(axes)

plt.show()

<Figure size 432x288 with 0 Axes>

../_images/c858c539ed40f7524765778199b212459ff89cd35930e77d8bb4a931237d2964.png

With label#

plt.clf()

fig, axes = plt.subplots(1, 1, figsize=(5, 4), sharey=True, sharex=True, dpi=100)
sma.plot_score_label_distribution(axes)

plt.show()

<Figure size 432x288 with 0 Axes>

../_images/c8d28e01f32633c2765d7c19b10fb55c593b4b43ac64b81697126ec0b853022b.png

2. Get top k#

sma.get_top_k(threshold_type='rank_abs_no_ties', threshold=100)

	entity_id	as_of_date	score	label_value	rank_abs_no_ties	rank_abs_with_ties	rank_pct_no_ties	rank_pct_with_ties	matrix_uuid
0	100035417	2019-01-01	0.73274	1	1	1	0.00001	0.00003	1797ae01ada3a0b4a39d6d489ecf5fa1
1	100306650	2019-01-01	0.59728	1	2	2	0.00002	0.00005	1797ae01ada3a0b4a39d6d489ecf5fa1
2	100310618	2019-01-01	0.59093	0	3	3	0.00003	0.00008	1797ae01ada3a0b4a39d6d489ecf5fa1
3	100081853	2019-01-01	0.55056	1	4	4	0.00004	0.00011	1797ae01ada3a0b4a39d6d489ecf5fa1
4	100231805	2019-01-01	0.51517	0	5	5	0.00005	0.00013	1797ae01ada3a0b4a39d6d489ecf5fa1
...	...	...	...	...	...	...	...	...	...
95	100290095	2019-01-01	0.19706	0	96	96	0.00097	0.00256	1797ae01ada3a0b4a39d6d489ecf5fa1
96	100000836	2019-01-01	0.19663	0	97	97	0.00098	0.00259	1797ae01ada3a0b4a39d6d489ecf5fa1
97	100251437	2019-01-01	0.19576	0	98	98	0.00099	0.00261	1797ae01ada3a0b4a39d6d489ecf5fa1
98	100332831	2019-01-01	0.19469	1	99	99	0.00100	0.00264	1797ae01ada3a0b4a39d6d489ecf5fa1
99	100241145	2019-01-01	0.19469	0	100	100	0.00101	0.00267	1797ae01ada3a0b4a39d6d489ecf5fa1

100 rows × 9 columns

3. Crosstabs#

project_path = 's3://dsapp-health-migrated/dojo-mh/triage_output/'
thresholds = {'rank_abs_no_ties': 100} # top 100 abs 
#model_id = 1494

sma.crosstabs_pos_vs_neg(project_path, thresholds, replace=False)

2025-11-12 21:13:21 - WARNING Crosstabs aleady exist for model 1359 and matrix_uuid=1797ae01ada3a0b4a39d6d489ecf5fa1
2025-11-12 21:13:21 -    INFO Replace set to False. Not calculating crosstabs for model 1359 and matrix_uuid='1797ae01ada3a0b4a39d6d489ecf5fa1';

	model_id	matrix_uuid	feature	metric	threshold_type	threshold	value
0	1359	1797ae01ada3a0b4a39d6d489ecf5fa1	b_joco_event_entity_id_6month_dsl_imp	mean_predicted_positive	rank_abs_no_ties	100	0.000000
1	1359	1797ae01ada3a0b4a39d6d489ecf5fa1	b_diagnoses_entity_id_3month_dsl_min	mean_predicted_positive	rank_abs_no_ties	100	320024.687500
2	1359	1797ae01ada3a0b4a39d6d489ecf5fa1	b_diagnoses_entity_id_3month_dsl_imp	mean_predicted_positive	rank_abs_no_ties	100	0.320000
3	1359	1797ae01ada3a0b4a39d6d489ecf5fa1	b_jail_entity_id_all_jail_days_sum	mean_predicted_positive	rank_abs_no_ties	100	22.709999
4	1359	1797ae01ada3a0b4a39d6d489ecf5fa1	b_all_event_entity_id_all_dsl_min	mean_predicted_positive	rank_abs_no_ties	100	8.390000
...	...	...	...	...	...	...	...
17482	1359	1797ae01ada3a0b4a39d6d489ecf5fa1	d_juv_entity_id_all_total_imp	support_pct_predicted_negative	rank_abs_no_ties	100	0.999000
17483	1359	1797ae01ada3a0b4a39d6d489ecf5fa1	d_nbh_diag_entity_id_6month_total_count	support_pct_predicted_negative	rank_abs_no_ties	100	0.000000
17484	1359	1797ae01ada3a0b4a39d6d489ecf5fa1	d_nbh_diag_entity_id_6month_total_imp	support_pct_predicted_negative	rank_abs_no_ties	100	1.000000
17485	1359	1797ae01ada3a0b4a39d6d489ecf5fa1	d_nbh_diag_entity_id_all_total_count	support_pct_predicted_negative	rank_abs_no_ties	100	0.000000
17486	1359	1797ae01ada3a0b4a39d6d489ecf5fa1	d_nbh_diag_entity_id_all_total_imp	support_pct_predicted_negative	rank_abs_no_ties	100	1.000000

17487 rows × 7 columns

In case you don’t have crosstabs analysis results saved, remove the flag replace, or set it to True like the following lines

#sma = SingleModelAnalyzer(1214, db_engine)

#sma.crosstabs_pos_vs_neg(project_path, thresholds)

4. Feature importance#

# getting the actual numbers
sma.get_feature_importances()

	feature	feature_importance	rank_abs
0	b_all_event_gaps_entity_id_all_days_btwn_max	0.009063	1
1	b_all_event_gaps_entity_id_all_days_btwn_avg	0.009005	2
2	b_all_event_gaps_entity_id_5years_days_btwn_max	0.008981	3
3	b_age_entity_id_all_age_avg	0.008966	4
4	b_all_event_gaps_entity_id_5years_days_btwn_avg	0.008836	5
5	b_all_event_gaps_entity_id_3years_days_btwn_max	0.008800	6
6	b_all_event_gaps_entity_id_3years_days_btwn_avg	0.008533	7
7	b_all_event_gaps_entity_id_1year_days_btwn_avg	0.008481	8
8	b_all_event_gaps_entity_id_1year_days_btwn_max	0.008326	9
9	b_all_event_entity_id_all_dsl_min	0.008163	10
10	b_joco_event_entity_id_all_dsl_min	0.008159	11
11	b_joco_event_entity_id_1year_dsl_min	0.008002	12
12	b_all_event_gaps_entity_id_6month_days_btwn_max	0.006815	13
13	b_all_event_gaps_entity_id_6month_days_btwn_avg	0.006793	14
14	b_all_event_entity_id_all_total_count	0.006179	15
15	b_joco_event_entity_id_all_total_count	0.006082	16
16	b_joco_event_entity_id_6month_dsl_min	0.006036	17
17	j_calls_entity_id_5year_dsl_min	0.005908	18
18	j_calls_entity_id_all_dsl_min	0.005904	19
19	b_all_event_gaps_entity_id_3month_days_btwn_max	0.005715	20

plt.clf()

fig, axes = plt.subplots(1, 1, figsize=(5, 4), sharey=True, sharex=True, dpi=100)
sma.plot_feature_importance(axes)

plt.show()

<Figure size 432x288 with 0 Axes>

../_images/e3ddaf9652d3fb59370f48fb07da2d935115a7f7489443ad07ca24d766068ed1.png

5. PR-k curve#

sma.plot_precision_recall_curve()

<AxesSubplot:title={'center':'Model: 1359, Group: 16'}, xlabel='Population percentage (k %)', ylabel='Metric Value'>

../_images/5ff0c80cb5747fe6edf9fa90240df8bea561a626985ca6ba419c376275e3452e.png

6. Bias and Fairness#

plt.clf()

fig, axes = plt.subplots(1, 1, figsize=(5, 4), sharey=True, sharex=True, dpi=100)
sma.plot_bias_threshold_curve(attribute_name='sex', attribute_value='FEMALE', bias_metric='tpr_disparity', ax=axes)

plt.show()

<Figure size 432x288 with 0 Axes>

../_images/c5da567fe840de11b4c8ec3ad6935016a3e8ecdc5d2ca23bea6762a287d50a5a.png

7. Error analysis#

error_analysis = sma.error_analysis(project_path)

2025-11-12 21:13:24 -    INFO extracting predictions from model id: 1359
2025-11-12 21:13:24 -    INFO matrix uuid: 1797ae01ada3a0b4a39d6d489ecf5fa1
2025-11-12 21:13:24 -    INFO file in S3
2025-11-12 21:13:24 -    INFO Found credentials in shared credentials file: ~/.aws/credentials

../_images/5227f63d834c6fbdcb238d625a71cd7641b7cb54524669e5befbf10c6142b80b.png

../_images/a716d4587c332102743fde37e9ce352eec1f9ca18649df95803cfaf67b5f43b8.png

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../_images/5a5d43f95ec0b193b8cab2b57df51f81b58ba8ddd099d36cc567a6144c920ab0.png

Model Group Postmodeling analysis#

Create a MultiModelAnalyzer with:

A list of model group ids you would like to compare
A list of experiment hashes associated with the model group ids. Even if all model group ids has the same experiment hash (are part of the same experiment), you need send the experiment hash as a list
The SQL engine

mma = MultiModelAnalyzer(db_engine, [model_grp_rf, model_grp_dt, model_grp_baseline], [experiment_hash])

1. Model group ids on the analysis#

# ## add predictions 
# project_path =  's3://dsapp-health-migrated/dojo-mh/triage_output/'

# add_predictions(
#     db_engine=db_engine, # The database connection
#     model_groups=[model_grp_dt], # List of model groups  
#     project_path=project_path, # where the models and matrices are stored
#     rank_order='worst', # How to break ties
#     replace=False, # Whether to replace existing predictions
#     experiment_hashes=[experiment_hash]
# )

mma.display_model_groups()

{'model_group_id': 16, 'model_type': 'sklearn.ensemble.RandomForestClassifier', 'hyperparameters': {'max_depth': 150, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10}}
{'model_group_id': 117, 'model_type': 'triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature', 'hyperparameters': {'rules': [{'feature': 'b_all_event_entity_id_all_dsl_min', 'low_value_high_score': True}]}}
{'model_group_id': 125, 'model_type': 'sklearn.tree.DecisionTreeClassifier', 'hyperparameters': {'max_depth': 3, 'min_samples_split': 30}}

	model_group_id	train_end_time	model_id	model_type	hyperparameters
0	16	2017-07-01	1344	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
1	16	2018-01-01	1349	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
2	16	2018-07-01	1354	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
3	16	2019-01-01	1359	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
4	16	2019-07-01	1364	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
5	16	2020-01-01	1369	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
6	16	2020-07-01	1374	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
7	16	2021-01-01	1379	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
8	16	2021-07-01	1384	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
9	16	2022-01-01	1389	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
10	16	2022-07-01	1394	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
11	16	2023-01-01	1399	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
12	16	2023-07-01	1404	sklearn.ensemble.RandomForestClassifier	{'max_depth': 150, 'max_features': 'sqrt', 'n_...
13	125	2017-07-01	1175	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
14	125	2018-01-01	1188	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
15	125	2018-07-01	1201	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
16	125	2019-01-01	1214	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
17	125	2019-07-01	1227	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
18	125	2020-01-01	1240	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
19	125	2020-07-01	1253	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
20	125	2021-01-01	1266	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
21	125	2021-07-01	1279	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
22	125	2022-01-01	1292	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
23	125	2022-07-01	1305	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
24	125	2023-01-01	1318	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
25	125	2023-07-01	1331	sklearn.tree.DecisionTreeClassifier	{'max_depth': 3, 'min_samples_split': 30}
26	117	2017-07-01	1171	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
27	117	2018-01-01	1184	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
28	117	2018-07-01	1197	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
29	117	2019-01-01	1210	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
30	117	2019-07-01	1223	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
31	117	2020-01-01	1236	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
32	117	2020-07-01	1249	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
33	117	2021-01-01	1262	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
34	117	2021-07-01	1275	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
35	117	2022-01-01	1288	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
36	117	2022-07-01	1301	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
37	117	2023-01-01	1314	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...
38	117	2023-07-01	1327	triage.component.catwalk.baselines.rankers.Bas...	{'rules': [{'feature': 'b_all_event_entity_id_...

2. Score distributions#

Scores without label#

mma.plot_score_distributions()

2025-11-12 21:13:45 -    INFO (13, 3)

../_images/52392cedccf015affd06acce7bca3f18d6efa6e4fa5439220f66c6438de44b9d.png

Score distributions with label#

mma.plot_score_distributions(use_labels=True)

2025-11-12 21:14:29 -    INFO (13, 3)

../_images/9fc3aed55c65675299426b44a80951c68fedb2248bc4864c3f4bf9e7a29d71de.png

3. PR-k curves#

mma.plot_prk_curves()

2025-11-12 21:15:12 -    INFO (13, 3)

../_images/e1bdb5a0cef225ab34ace0fc33bc7c1067de60701200e31a9570eadd07fdba03.png

4. Feature importance#

mma.plot_feature_importance(n_top_features=10)

2025-11-12 21:16:02 -    INFO (13, 3)

../_images/9f119b199f811611a4d993be81343ec7270b6111400d0647ac9fface265a1658.png

5. Top k lists#

mma.pairwise_top_k_list_comparison(threshold_type='rank_abs_no_ties', threshold='100')

2025-11-12 21:16:07 -    INFO Performing 3 comparisons
2025-11-12 21:16:07 -    INFO Comparing 16 and 117
2025-11-12 21:16:07 -    INFO Comparing 16 and 125
2025-11-12 21:16:07 -    INFO Comparing 117 and 125

2025-11-12 21:16:08 -    INFO Performing 3 comparisons
2025-11-12 21:16:08 -    INFO Comparing 16 and 117
2025-11-12 21:16:08 -    INFO Comparing 16 and 125
2025-11-12 21:16:08 -    INFO Comparing 117 and 125
2025-11-12 21:16:08 -    INFO Performing 3 comparisons
2025-11-12 21:16:08 -    INFO Comparing 16 and 117
2025-11-12 21:16:08 -    INFO Comparing 16 and 125
2025-11-12 21:16:08 -    INFO Comparing 117 and 125
2025-11-12 21:16:08 -    INFO Performing 3 comparisons
2025-11-12 21:16:08 -    INFO Comparing 16 and 117
2025-11-12 21:16:08 -    INFO Comparing 16 and 125
2025-11-12 21:16:08 -    INFO Comparing 117 and 125
2025-11-12 21:16:09 -    INFO Performing 3 comparisons
2025-11-12 21:16:09 -    INFO Comparing 16 and 117
2025-11-12 21:16:09 -    INFO Comparing 16 and 125
2025-11-12 21:16:09 -    INFO Comparing 117 and 125
2025-11-12 21:16:09 -    INFO Performing 3 comparisons
2025-11-12 21:16:09 -    INFO Comparing 16 and 117
2025-11-12 21:16:09 -    INFO Comparing 16 and 125
2025-11-12 21:16:09 -    INFO Comparing 117 and 125
2025-11-12 21:16:09 -    INFO Performing 3 comparisons
2025-11-12 21:16:09 -    INFO Comparing 16 and 117
2025-11-12 21:16:09 -    INFO Comparing 16 and 125
2025-11-12 21:16:09 -    INFO Comparing 117 and 125
2025-11-12 21:16:10 -    INFO Performing 3 comparisons
2025-11-12 21:16:10 -    INFO Comparing 16 and 117
2025-11-12 21:16:10 -    INFO Comparing 16 and 125
2025-11-12 21:16:10 -    INFO Comparing 117 and 125
2025-11-12 21:16:10 -    INFO Performing 3 comparisons
2025-11-12 21:16:10 -    INFO Comparing 16 and 117
2025-11-12 21:16:10 -    INFO Comparing 16 and 125
2025-11-12 21:16:10 -    INFO Comparing 117 and 125
2025-11-12 21:16:10 -    INFO Performing 3 comparisons
2025-11-12 21:16:10 -    INFO Comparing 16 and 117
2025-11-12 21:16:10 -    INFO Comparing 16 and 125
2025-11-12 21:16:10 -    INFO Comparing 117 and 125
2025-11-12 21:16:11 -    INFO Performing 3 comparisons
2025-11-12 21:16:11 -    INFO Comparing 16 and 117
2025-11-12 21:16:11 -    INFO Comparing 16 and 125
2025-11-12 21:16:11 -    INFO Comparing 117 and 125
2025-11-12 21:16:11 -    INFO Performing 3 comparisons
2025-11-12 21:16:11 -    INFO Comparing 16 and 117
2025-11-12 21:16:11 -    INFO Comparing 16 and 125
2025-11-12 21:16:11 -    INFO Comparing 117 and 125
2025-11-12 21:16:12 -    INFO Performing 3 comparisons
2025-11-12 21:16:12 -    INFO Comparing 16 and 117
2025-11-12 21:16:12 -    INFO Comparing 16 and 125
2025-11-12 21:16:12 -    INFO Comparing 117 and 125

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../_images/d05dfea047ab3e96bc3655b9affcb9c54bdb09dae0b54c1f84dd249ab637815c.png

../_images/43ac4ae695b73840f50acce5ba1741be02b0a7d2892c165ac422acb913b0d410.png

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6. Crosstabs#

# in case crosstabs have not been generated
thresholds = {'rank_abs_no_ties': 100} 
mma.calculate_crosstabs_pos_vs_neg(project_path, thresholds, replace=False)

2025-11-12 21:18:48 - WARNING Crosstabs aleady exist for model 1344 and matrix_uuid=7cf9e79bdcd3016de726cb5fd8c596a5
2025-11-12 21:18:48 -    INFO Replace set to False. Not calculating crosstabs for model 1344 and matrix_uuid='7cf9e79bdcd3016de726cb5fd8c596a5';
2025-11-12 21:18:49 - WARNING Crosstabs aleady exist for model 1349 and matrix_uuid=79fe4ee54a1e462acb0e3dc1d44cacb9
2025-11-12 21:18:49 -    INFO Replace set to False. Not calculating crosstabs for model 1349 and matrix_uuid='79fe4ee54a1e462acb0e3dc1d44cacb9';
2025-11-12 21:18:50 - WARNING Crosstabs aleady exist for model 1354 and matrix_uuid=db8feadb6d2e983afa8a12a308d6349f
2025-11-12 21:18:50 -    INFO Replace set to False. Not calculating crosstabs for model 1354 and matrix_uuid='db8feadb6d2e983afa8a12a308d6349f';
2025-11-12 21:18:51 - WARNING Crosstabs aleady exist for model 1359 and matrix_uuid=1797ae01ada3a0b4a39d6d489ecf5fa1
2025-11-12 21:18:51 -    INFO Replace set to False. Not calculating crosstabs for model 1359 and matrix_uuid='1797ae01ada3a0b4a39d6d489ecf5fa1';
2025-11-12 21:18:52 - WARNING Crosstabs aleady exist for model 1364 and matrix_uuid=02551b1320ca8feb21382845cc2a90c4
2025-11-12 21:18:52 -    INFO Replace set to False. Not calculating crosstabs for model 1364 and matrix_uuid='02551b1320ca8feb21382845cc2a90c4';
2025-11-12 21:18:52 - WARNING Crosstabs aleady exist for model 1369 and matrix_uuid=0cb59a122ec0b45e09318ce3c6aebce7
2025-11-12 21:18:52 -    INFO Replace set to False. Not calculating crosstabs for model 1369 and matrix_uuid='0cb59a122ec0b45e09318ce3c6aebce7';
2025-11-12 21:18:53 - WARNING Crosstabs aleady exist for model 1374 and matrix_uuid=056fd55d5cf96b6d4b51767d3211d7e6
2025-11-12 21:18:53 -    INFO Replace set to False. Not calculating crosstabs for model 1374 and matrix_uuid='056fd55d5cf96b6d4b51767d3211d7e6';
2025-11-12 21:18:55 - WARNING Crosstabs aleady exist for model 1379 and matrix_uuid=5cc7f4769b5af1a47eeb67218595433c
2025-11-12 21:18:55 -    INFO Replace set to False. Not calculating crosstabs for model 1379 and matrix_uuid='5cc7f4769b5af1a47eeb67218595433c';
2025-11-12 21:18:56 - WARNING Crosstabs aleady exist for model 1384 and matrix_uuid=bc7a98e98464ba038b4d02efd3aeac7d
2025-11-12 21:18:56 -    INFO Replace set to False. Not calculating crosstabs for model 1384 and matrix_uuid='bc7a98e98464ba038b4d02efd3aeac7d';
2025-11-12 21:18:58 - WARNING Crosstabs aleady exist for model 1389 and matrix_uuid=2fdd45fb0003af1694d0319c262ac4e6
2025-11-12 21:18:58 -    INFO Replace set to False. Not calculating crosstabs for model 1389 and matrix_uuid='2fdd45fb0003af1694d0319c262ac4e6';
2025-11-12 21:19:00 - WARNING Crosstabs aleady exist for model 1394 and matrix_uuid=8703b01beb6bd37abbaf60fceb67b215
2025-11-12 21:19:00 -    INFO Replace set to False. Not calculating crosstabs for model 1394 and matrix_uuid='8703b01beb6bd37abbaf60fceb67b215';
2025-11-12 21:19:01 - WARNING Crosstabs aleady exist for model 1399 and matrix_uuid=5510f633647d27500cb4802fed33ad0d
2025-11-12 21:19:01 -    INFO Replace set to False. Not calculating crosstabs for model 1399 and matrix_uuid='5510f633647d27500cb4802fed33ad0d';
2025-11-12 21:19:02 - WARNING Crosstabs aleady exist for model 1404 and matrix_uuid=212be2384454ba56b30a9ed36a96a481
2025-11-12 21:19:02 -    INFO Replace set to False. Not calculating crosstabs for model 1404 and matrix_uuid='212be2384454ba56b30a9ed36a96a481';
2025-11-12 21:19:03 -    INFO file in S3
2025-11-12 21:19:07 -    INFO file in S3
2025-11-12 21:19:10 -    INFO file in S3
2025-11-12 21:19:14 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:19:15 -    INFO mean_predicted_positive
2025-11-12 21:19:15 -    INFO mean_predicted_negative
2025-11-12 21:19:15 -    INFO std_predicted_positive
2025-11-12 21:19:15 -    INFO std_predicted_negative
2025-11-12 21:19:17 -    INFO mean_ratio
2025-11-12 21:19:17 -    INFO support_predicted_positive
2025-11-12 21:19:17 -    INFO support_predicted_negative
2025-11-12 21:19:17 -    INFO support_pct_predicted_positive
2025-11-12 21:19:17 -    INFO support_pct_predicted_negative
2025-11-12 21:19:17 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:19:18 -    INFO file in S3
2025-11-12 21:19:23 -    INFO file in S3
2025-11-12 21:19:26 -    INFO file in S3
2025-11-12 21:19:30 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:19:31 -    INFO mean_predicted_positive
2025-11-12 21:19:31 -    INFO mean_predicted_negative
2025-11-12 21:19:31 -    INFO std_predicted_positive
2025-11-12 21:19:31 -    INFO std_predicted_negative
2025-11-12 21:19:32 -    INFO mean_ratio
2025-11-12 21:19:33 -    INFO support_predicted_positive
2025-11-12 21:19:33 -    INFO support_predicted_negative
2025-11-12 21:19:33 -    INFO support_pct_predicted_positive
2025-11-12 21:19:33 -    INFO support_pct_predicted_negative
2025-11-12 21:19:33 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:19:34 -    INFO file in S3
2025-11-12 21:19:38 -    INFO file in S3
2025-11-12 21:19:42 -    INFO file in S3
2025-11-12 21:19:46 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:19:47 -    INFO mean_predicted_positive
2025-11-12 21:19:47 -    INFO mean_predicted_negative
2025-11-12 21:19:47 -    INFO std_predicted_positive
2025-11-12 21:19:47 -    INFO std_predicted_negative
2025-11-12 21:19:48 -    INFO mean_ratio
2025-11-12 21:19:48 -    INFO support_predicted_positive
2025-11-12 21:19:48 -    INFO support_predicted_negative
2025-11-12 21:19:48 -    INFO support_pct_predicted_positive
2025-11-12 21:19:48 -    INFO support_pct_predicted_negative
2025-11-12 21:19:48 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:19:49 -    INFO file in S3
2025-11-12 21:19:54 -    INFO file in S3
2025-11-12 21:19:58 -    INFO file in S3
2025-11-12 21:20:02 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:20:04 -    INFO mean_predicted_positive
2025-11-12 21:20:04 -    INFO mean_predicted_negative
2025-11-12 21:20:04 -    INFO std_predicted_positive
2025-11-12 21:20:04 -    INFO std_predicted_negative
2025-11-12 21:20:06 -    INFO mean_ratio
2025-11-12 21:20:06 -    INFO support_predicted_positive
2025-11-12 21:20:06 -    INFO support_predicted_negative
2025-11-12 21:20:06 -    INFO support_pct_predicted_positive
2025-11-12 21:20:06 -    INFO support_pct_predicted_negative
2025-11-12 21:20:06 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:20:07 -    INFO file in S3
2025-11-12 21:20:12 -    INFO file in S3
2025-11-12 21:20:16 -    INFO file in S3
2025-11-12 21:20:20 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:20:22 -    INFO mean_predicted_positive
2025-11-12 21:20:22 -    INFO mean_predicted_negative
2025-11-12 21:20:22 -    INFO std_predicted_positive
2025-11-12 21:20:22 -    INFO std_predicted_negative
2025-11-12 21:20:24 -    INFO mean_ratio
2025-11-12 21:20:24 -    INFO support_predicted_positive
2025-11-12 21:20:24 -    INFO support_predicted_negative
2025-11-12 21:20:24 -    INFO support_pct_predicted_positive
2025-11-12 21:20:24 -    INFO support_pct_predicted_negative
2025-11-12 21:20:24 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:20:25 -    INFO file in S3
2025-11-12 21:20:30 -    INFO file in S3
2025-11-12 21:20:34 -    INFO file in S3
2025-11-12 21:20:39 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:20:40 -    INFO mean_predicted_positive
2025-11-12 21:20:40 -    INFO mean_predicted_negative
2025-11-12 21:20:41 -    INFO std_predicted_positive
2025-11-12 21:20:41 -    INFO std_predicted_negative
2025-11-12 21:20:42 -    INFO mean_ratio
2025-11-12 21:20:43 -    INFO support_predicted_positive
2025-11-12 21:20:43 -    INFO support_predicted_negative
2025-11-12 21:20:43 -    INFO support_pct_predicted_positive
2025-11-12 21:20:43 -    INFO support_pct_predicted_negative
2025-11-12 21:20:43 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:20:44 -    INFO file in S3
2025-11-12 21:20:49 -    INFO file in S3
2025-11-12 21:20:53 -    INFO file in S3
2025-11-12 21:20:58 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:20:59 -    INFO mean_predicted_positive
2025-11-12 21:20:59 -    INFO mean_predicted_negative
2025-11-12 21:20:59 -    INFO std_predicted_positive
2025-11-12 21:20:59 -    INFO std_predicted_negative
2025-11-12 21:21:02 -    INFO mean_ratio
2025-11-12 21:21:03 -    INFO support_predicted_positive
2025-11-12 21:21:03 -    INFO support_predicted_negative
2025-11-12 21:21:03 -    INFO support_pct_predicted_positive
2025-11-12 21:21:03 -    INFO support_pct_predicted_negative
2025-11-12 21:21:03 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:21:04 -    INFO file in S3
2025-11-12 21:21:09 -    INFO file in S3
2025-11-12 21:21:13 -    INFO file in S3
2025-11-12 21:21:18 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:21:22 -    INFO mean_predicted_positive
2025-11-12 21:21:22 -    INFO mean_predicted_negative
2025-11-12 21:21:22 -    INFO std_predicted_positive
2025-11-12 21:21:22 -    INFO std_predicted_negative
2025-11-12 21:21:29 -    INFO mean_ratio
2025-11-12 21:21:29 -    INFO support_predicted_positive
2025-11-12 21:21:29 -    INFO support_predicted_negative
2025-11-12 21:21:29 -    INFO support_pct_predicted_positive
2025-11-12 21:21:29 -    INFO support_pct_predicted_negative
2025-11-12 21:21:30 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:21:32 -    INFO file in S3
2025-11-12 21:21:41 -    INFO file in S3
2025-11-12 21:21:49 -    INFO file in S3
2025-11-12 21:21:59 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:22:06 -    INFO mean_predicted_positive
2025-11-12 21:22:06 -    INFO mean_predicted_negative
2025-11-12 21:22:06 -    INFO std_predicted_positive
2025-11-12 21:22:06 -    INFO std_predicted_negative
2025-11-12 21:22:16 -    INFO mean_ratio
2025-11-12 21:22:16 -    INFO support_predicted_positive
2025-11-12 21:22:16 -    INFO support_predicted_negative
2025-11-12 21:22:16 -    INFO support_pct_predicted_positive
2025-11-12 21:22:16 -    INFO support_pct_predicted_negative
2025-11-12 21:22:17 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:22:19 -    INFO file in S3
2025-11-12 21:22:29 -    INFO file in S3
2025-11-12 21:22:37 -    INFO file in S3
2025-11-12 21:22:48 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:22:54 -    INFO mean_predicted_positive
2025-11-12 21:22:54 -    INFO mean_predicted_negative
2025-11-12 21:22:54 -    INFO std_predicted_positive
2025-11-12 21:22:54 -    INFO std_predicted_negative
2025-11-12 21:23:03 -    INFO mean_ratio
2025-11-12 21:23:04 -    INFO support_predicted_positive
2025-11-12 21:23:04 -    INFO support_predicted_negative
2025-11-12 21:23:04 -    INFO support_pct_predicted_positive
2025-11-12 21:23:04 -    INFO support_pct_predicted_negative
2025-11-12 21:23:04 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:23:06 -    INFO file in S3
2025-11-12 21:23:13 -    INFO file in S3
2025-11-12 21:23:19 -    INFO file in S3
2025-11-12 21:23:27 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:23:29 -    INFO mean_predicted_positive
2025-11-12 21:23:29 -    INFO mean_predicted_negative
2025-11-12 21:23:29 -    INFO std_predicted_positive
2025-11-12 21:23:29 -    INFO std_predicted_negative
2025-11-12 21:23:34 -    INFO mean_ratio
2025-11-12 21:23:34 -    INFO support_predicted_positive
2025-11-12 21:23:34 -    INFO support_predicted_negative
2025-11-12 21:23:35 -    INFO support_pct_predicted_positive
2025-11-12 21:23:35 -    INFO support_pct_predicted_negative
2025-11-12 21:23:35 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:23:36 -    INFO file in S3
2025-11-12 21:23:43 -    INFO file in S3
2025-11-12 21:23:48 -    INFO file in S3
2025-11-12 21:23:55 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:23:57 -    INFO mean_predicted_positive
2025-11-12 21:23:57 -    INFO mean_predicted_negative
2025-11-12 21:23:58 -    INFO std_predicted_positive
2025-11-12 21:23:58 -    INFO std_predicted_negative
2025-11-12 21:24:05 -    INFO mean_ratio
2025-11-12 21:24:05 -    INFO support_predicted_positive
2025-11-12 21:24:05 -    INFO support_predicted_negative
2025-11-12 21:24:05 -    INFO support_pct_predicted_positive
2025-11-12 21:24:05 -    INFO support_pct_predicted_negative
2025-11-12 21:24:06 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:24:07 -    INFO file in S3
2025-11-12 21:24:14 -    INFO file in S3
2025-11-12 21:24:19 -    INFO file in S3
2025-11-12 21:24:26 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:24:29 -    INFO mean_predicted_positive
2025-11-12 21:24:29 -    INFO mean_predicted_negative
2025-11-12 21:24:30 -    INFO std_predicted_positive
2025-11-12 21:24:30 -    INFO std_predicted_negative
2025-11-12 21:24:32 -    INFO mean_ratio
2025-11-12 21:24:33 -    INFO support_predicted_positive
2025-11-12 21:24:33 -    INFO support_predicted_negative
2025-11-12 21:24:33 -    INFO support_pct_predicted_positive
2025-11-12 21:24:33 -    INFO support_pct_predicted_negative
2025-11-12 21:24:33 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:24:34 -    INFO file in S3
2025-11-12 21:24:38 -    INFO file in S3
2025-11-12 21:24:41 -    INFO file in S3
2025-11-12 21:24:45 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:24:45 -    INFO mean_predicted_positive
2025-11-12 21:24:45 -    INFO mean_predicted_negative
2025-11-12 21:24:46 -    INFO std_predicted_positive
2025-11-12 21:24:46 -    INFO std_predicted_negative
2025-11-12 21:24:47 -    INFO mean_ratio
2025-11-12 21:24:47 -    INFO support_predicted_positive
2025-11-12 21:24:47 -    INFO support_predicted_negative
2025-11-12 21:24:47 -    INFO support_pct_predicted_positive
2025-11-12 21:24:47 -    INFO support_pct_predicted_negative
2025-11-12 21:24:47 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:24:48 -    INFO file in S3
2025-11-12 21:24:52 -    INFO file in S3
2025-11-12 21:24:56 -    INFO file in S3
2025-11-12 21:24:59 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:25:00 -    INFO mean_predicted_positive
2025-11-12 21:25:00 -    INFO mean_predicted_negative
2025-11-12 21:25:00 -    INFO std_predicted_positive
2025-11-12 21:25:00 -    INFO std_predicted_negative
2025-11-12 21:25:02 -    INFO mean_ratio
2025-11-12 21:25:02 -    INFO support_predicted_positive
2025-11-12 21:25:02 -    INFO support_predicted_negative
2025-11-12 21:25:02 -    INFO support_pct_predicted_positive
2025-11-12 21:25:02 -    INFO support_pct_predicted_negative
2025-11-12 21:25:03 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:25:03 -    INFO file in S3
2025-11-12 21:25:08 -    INFO file in S3
2025-11-12 21:25:11 -    INFO file in S3
2025-11-12 21:25:15 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:25:17 -    INFO mean_predicted_positive
2025-11-12 21:25:17 -    INFO mean_predicted_negative
2025-11-12 21:25:17 -    INFO std_predicted_positive
2025-11-12 21:25:17 -    INFO std_predicted_negative
2025-11-12 21:25:19 -    INFO mean_ratio
2025-11-12 21:25:19 -    INFO support_predicted_positive
2025-11-12 21:25:19 -    INFO support_predicted_negative
2025-11-12 21:25:19 -    INFO support_pct_predicted_positive
2025-11-12 21:25:19 -    INFO support_pct_predicted_negative
2025-11-12 21:25:19 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:25:20 -    INFO file in S3
2025-11-12 21:25:25 -    INFO file in S3
2025-11-12 21:25:29 -    INFO file in S3
2025-11-12 21:25:33 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:25:35 -    INFO mean_predicted_positive
2025-11-12 21:25:35 -    INFO mean_predicted_negative
2025-11-12 21:25:36 -    INFO std_predicted_positive
2025-11-12 21:25:36 -    INFO std_predicted_negative
2025-11-12 21:25:37 -    INFO mean_ratio
2025-11-12 21:25:38 -    INFO support_predicted_positive
2025-11-12 21:25:38 -    INFO support_predicted_negative
2025-11-12 21:25:38 -    INFO support_pct_predicted_positive
2025-11-12 21:25:38 -    INFO support_pct_predicted_negative
2025-11-12 21:25:38 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:25:39 -    INFO file in S3
2025-11-12 21:25:44 -    INFO file in S3
2025-11-12 21:25:48 -    INFO file in S3
2025-11-12 21:25:52 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:25:54 -    INFO mean_predicted_positive
2025-11-12 21:25:54 -    INFO mean_predicted_negative
2025-11-12 21:25:54 -    INFO std_predicted_positive
2025-11-12 21:25:54 -    INFO std_predicted_negative
2025-11-12 21:25:57 -    INFO mean_ratio
2025-11-12 21:25:58 -    INFO support_predicted_positive
2025-11-12 21:25:58 -    INFO support_predicted_negative
2025-11-12 21:25:58 -    INFO support_pct_predicted_positive
2025-11-12 21:25:58 -    INFO support_pct_predicted_negative
2025-11-12 21:25:58 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:25:59 -    INFO file in S3
2025-11-12 21:26:04 -    INFO file in S3
2025-11-12 21:26:08 -    INFO file in S3
2025-11-12 21:26:15 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:26:17 -    INFO mean_predicted_positive
2025-11-12 21:26:17 -    INFO mean_predicted_negative
2025-11-12 21:26:17 -    INFO std_predicted_positive
2025-11-12 21:26:17 -    INFO std_predicted_negative
2025-11-12 21:26:19 -    INFO mean_ratio
2025-11-12 21:26:20 -    INFO support_predicted_positive
2025-11-12 21:26:20 -    INFO support_predicted_negative
2025-11-12 21:26:20 -    INFO support_pct_predicted_positive
2025-11-12 21:26:20 -    INFO support_pct_predicted_negative
2025-11-12 21:26:20 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:26:21 -    INFO file in S3
2025-11-12 21:26:26 -    INFO file in S3
2025-11-12 21:26:30 -    INFO file in S3
2025-11-12 21:26:35 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:26:37 -    INFO mean_predicted_positive
2025-11-12 21:26:37 -    INFO mean_predicted_negative
2025-11-12 21:26:37 -    INFO std_predicted_positive
2025-11-12 21:26:37 -    INFO std_predicted_negative
2025-11-12 21:26:40 -    INFO mean_ratio
2025-11-12 21:26:40 -    INFO support_predicted_positive
2025-11-12 21:26:40 -    INFO support_predicted_negative
2025-11-12 21:26:40 -    INFO support_pct_predicted_positive
2025-11-12 21:26:40 -    INFO support_pct_predicted_negative
2025-11-12 21:26:40 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:26:42 -    INFO file in S3
2025-11-12 21:26:46 -    INFO file in S3
2025-11-12 21:26:50 -    INFO file in S3
2025-11-12 21:26:54 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:26:56 -    INFO mean_predicted_positive
2025-11-12 21:26:56 -    INFO mean_predicted_negative
2025-11-12 21:26:56 -    INFO std_predicted_positive
2025-11-12 21:26:56 -    INFO std_predicted_negative
2025-11-12 21:26:58 -    INFO mean_ratio
2025-11-12 21:26:59 -    INFO support_predicted_positive
2025-11-12 21:26:59 -    INFO support_predicted_negative
2025-11-12 21:26:59 -    INFO support_pct_predicted_positive
2025-11-12 21:26:59 -    INFO support_pct_predicted_negative
2025-11-12 21:26:59 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:27:01 -    INFO file in S3
2025-11-12 21:27:09 -    INFO file in S3
2025-11-12 21:27:16 -    INFO file in S3
2025-11-12 21:27:25 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:27:28 -    INFO mean_predicted_positive
2025-11-12 21:27:28 -    INFO mean_predicted_negative
2025-11-12 21:27:28 -    INFO std_predicted_positive
2025-11-12 21:27:28 -    INFO std_predicted_negative
2025-11-12 21:27:33 -    INFO mean_ratio
2025-11-12 21:27:33 -    INFO support_predicted_positive
2025-11-12 21:27:33 -    INFO support_predicted_negative
2025-11-12 21:27:33 -    INFO support_pct_predicted_positive
2025-11-12 21:27:33 -    INFO support_pct_predicted_negative
2025-11-12 21:27:34 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:27:36 -    INFO file in S3
2025-11-12 21:27:43 -    INFO file in S3
2025-11-12 21:27:51 -    INFO file in S3
2025-11-12 21:28:00 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:28:03 -    INFO mean_predicted_positive
2025-11-12 21:28:03 -    INFO mean_predicted_negative
2025-11-12 21:28:04 -    INFO std_predicted_positive
2025-11-12 21:28:04 -    INFO std_predicted_negative
2025-11-12 21:28:09 -    INFO mean_ratio
2025-11-12 21:28:09 -    INFO support_predicted_positive
2025-11-12 21:28:09 -    INFO support_predicted_negative
2025-11-12 21:28:10 -    INFO support_pct_predicted_positive
2025-11-12 21:28:10 -    INFO support_pct_predicted_negative
2025-11-12 21:28:10 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:28:11 -    INFO file in S3
2025-11-12 21:28:18 -    INFO file in S3
2025-11-12 21:28:23 -    INFO file in S3
2025-11-12 21:28:28 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:28:29 -    INFO mean_predicted_positive
2025-11-12 21:28:29 -    INFO mean_predicted_negative
2025-11-12 21:28:30 -    INFO std_predicted_positive
2025-11-12 21:28:30 -    INFO std_predicted_negative
2025-11-12 21:28:32 -    INFO mean_ratio
2025-11-12 21:28:32 -    INFO support_predicted_positive
2025-11-12 21:28:32 -    INFO support_predicted_negative
2025-11-12 21:28:32 -    INFO support_pct_predicted_positive
2025-11-12 21:28:32 -    INFO support_pct_predicted_negative
2025-11-12 21:28:33 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:28:34 -    INFO file in S3
2025-11-12 21:28:40 -    INFO file in S3
2025-11-12 21:28:45 -    INFO file in S3
2025-11-12 21:28:51 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:28:52 -    INFO mean_predicted_positive
2025-11-12 21:28:52 -    INFO mean_predicted_negative
2025-11-12 21:28:52 -    INFO std_predicted_positive
2025-11-12 21:28:52 -    INFO std_predicted_negative
2025-11-12 21:28:54 -    INFO mean_ratio
2025-11-12 21:28:54 -    INFO support_predicted_positive
2025-11-12 21:28:54 -    INFO support_predicted_negative
2025-11-12 21:28:54 -    INFO support_pct_predicted_positive
2025-11-12 21:28:54 -    INFO support_pct_predicted_negative
2025-11-12 21:28:54 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value
2025-11-12 21:28:56 -    INFO file in S3
2025-11-12 21:29:02 -    INFO file in S3
2025-11-12 21:29:07 -    INFO file in S3
2025-11-12 21:29:13 -    INFO Crosstabs using threshold: rank_abs_no_ties <= 100
2025-11-12 21:29:14 -    INFO mean_predicted_positive
2025-11-12 21:29:14 -    INFO mean_predicted_negative
2025-11-12 21:29:14 -    INFO std_predicted_positive
2025-11-12 21:29:14 -    INFO std_predicted_negative
2025-11-12 21:29:16 -    INFO mean_ratio
2025-11-12 21:29:17 -    INFO support_predicted_positive
2025-11-12 21:29:17 -    INFO support_predicted_negative
2025-11-12 21:29:17 -    INFO support_pct_predicted_positive
2025-11-12 21:29:17 -    INFO support_pct_predicted_negative
2025-11-12 21:29:17 -    INFO Pushing the results to the database, 17487 rows
model_id, matrix_uuid, feature, metric, threshold_type, threshold, value

mma.display_crosstab_pos_vs_neg(threshold_type='rank_abs_no_ties', threshold=100)

Model Group: 16, Validation date: 2017-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_joco_event_entity_id_6month_dsl_imp	0.430695	0.000000	inf	0.431	0.00
b_joco_event_entity_id_6month_dsl_min	430735.437500	7.320000	5.884364e+04	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	59069.710938	7.320000	8.069633e+03	1.000	1.00
b_joco_event_entity_id_all_dsl_min	54554.835938	7.320000	7.452846e+03	1.000	1.00
j_mhcserv_entity_id_1month_crisis_sum	0.000551	0.220000	3.989658e+02	0.001	0.13
j_calls_entity_id_all_cope_calls_sum	0.069989	27.000000	3.857768e+02	0.034	0.71
j_calls_entity_id_5year_cope_calls_sum	0.069989	27.000000	3.857768e+02	0.034	0.71
j_calls_entity_id_1year_cope_calls_sum	0.032152	11.420000	3.551839e+02	0.020	0.64
j_calls_entity_id_6month_cope_calls_sum	0.018770	6.550000	3.489670e+02	0.013	0.56
j_calls_entity_id_1month_hosp_ref_calls_sum	0.001580	0.550000	3.480909e+02	0.001	0.18
j_calls_entity_id_1month_cope_calls_sum	0.003468	1.130000	3.258719e+02	0.003	0.33
j_calls_entity_id_1month_screening_calls_max	0.000414	0.130000	3.143367e+02	0.000	0.13
j_calls_entity_id_1month_disp_screening_max	0.000350	0.110000	3.143367e+02	0.000	0.11
j_calls_entity_id_1month_disp_screening_sum	0.000445	0.140000	3.143367e+02	0.000	0.11
j_calls_entity_id_5year_disp_no_response_sum	0.139140	43.419998	3.120608e+02	0.053	0.90
j_calls_entity_id_all_disp_no_response_sum	0.139140	43.419998	3.120608e+02	0.053	0.90
j_calls_entity_id_6month_self_ref_calls_sum	0.037974	11.530000	3.036276e+02	0.023	0.56
j_calls_entity_id_1month_self_ref_calls_sum	0.005673	1.710000	3.014107e+02	0.004	0.32
b_ambulance_subst_entity_id_1month_total_count	0.000986	0.290000	2.940569e+02	0.001	0.22
j_calls_entity_id_3month_disp_screening_sum	0.001273	0.370000	2.907614e+02	0.001	0.19
j_calls_entity_id_1month_screening_calls_sum	0.000456	0.130000	2.850960e+02	0.000	0.13
j_calls_entity_id_1month_aggression_calls_sum	0.002100	0.590000	2.809979e+02	0.001	0.25
j_calls_entity_id_3month_self_ref_calls_sum	0.018070	4.940000	2.733843e+02	0.012	0.47
j_calls_entity_id_3month_cope_calls_sum	0.010774	2.930000	2.719507e+02	0.008	0.48
j_calls_entity_id_1month_call_length_sum	0.308724	83.864998	2.716502e+02	0.013	0.81
j_calls_entity_id_1year_self_ref_calls_sum	0.078355	21.139999	2.697961e+02	0.040	0.65
j_calls_entity_id_5year_self_ref_calls_sum	0.190422	51.250000	2.691389e+02	0.070	0.74
j_calls_entity_id_all_self_ref_calls_sum	0.190422	51.250000	2.691389e+02	0.070	0.74
j_calls_entity_id_1month_mhc_ref_calls_sum	0.001241	0.330000	2.659772e+02	0.001	0.21
j_calls_entity_id_5year_after_hr_calls_sum	0.193752	51.320000	2.648748e+02	0.062	0.94
j_calls_entity_id_all_after_hr_calls_sum	0.193752	51.320000	2.648748e+02	0.062	0.94
j_calls_entity_id_1year_disp_no_response_sum	0.072958	19.240000	2.637138e+02	0.036	0.86
j_calls_entity_id_3month_screening_calls_sum	0.001209	0.310000	2.564326e+02	0.001	0.23
j_calls_entity_id_6month_disp_no_response_sum	0.043266	11.080000	2.560919e+02	0.023	0.81
b_ambulance_entity_id_1month_drug_use_sum	0.000636	0.160000	2.514693e+02	0.001	0.15
j_calls_entity_id_1month_mhc_ref_calls_max	0.000838	0.210000	2.506735e+02	0.001	0.21
b_ambulance_entity_id_1month_drug_use_max	0.000604	0.150000	2.481605e+02	0.001	0.15
j_calls_entity_id_1month_disp_no_response_sum	0.008855	2.190000	2.473284e+02	0.006	0.52
j_mhcserv_entity_id_1month_crisis_max	0.000530	0.130000	2.451826e+02	0.001	0.13
j_calls_entity_id_1month_after_hr_calls_sum	0.012365	2.960000	2.393919e+02	0.007	0.68

Model Group: 16, Validation date: 2018-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_all_days_btwn_min	236.354401	0.000000	inf	0.395	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.210584	0.000000	inf	0.211	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.210584	0.000000	inf	0.211	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.210168	0.000000	inf	0.210	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	249.584351	0.000000	inf	0.407	0.00
j_calls_entity_id_all_call_length_imp	0.845685	0.000000	inf	0.846	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	236.354401	0.000000	inf	0.395	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.210168	0.000000	inf	0.210	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.210168	0.000000	inf	0.210	0.00
j_calls_entity_id_5year_call_length_imp	0.845685	0.000000	inf	0.846	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.210168	0.000000	inf	0.210	0.00
j_calls_entity_id_all_dsl_imp	0.845675	0.000000	inf	0.846	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.210168	0.000000	inf	0.210	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.210168	0.000000	inf	0.210	0.00
j_calls_entity_id_5year_dsl_imp	0.845675	0.000000	inf	0.846	0.00
j_calls_entity_id_5year_call_length_min	845685.625000	1.660000	5.094492e+05	1.000	0.99
j_calls_entity_id_all_call_length_min	845685.625000	1.660000	5.094492e+05	1.000	0.99
j_calls_entity_id_all_dsl_min	845727.562500	38.040001	2.223259e+04	1.000	1.00
j_calls_entity_id_5year_dsl_min	845727.562500	38.040001	2.223259e+04	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	61271.042969	15.320000	3.999416e+03	1.000	1.00
b_joco_event_entity_id_all_dsl_min	57178.652344	15.320000	3.732288e+03	1.000	1.00
b_all_event_gaps_entity_id_1year_days_btwn_min	279.114136	0.370000	7.543625e+02	0.474	0.02
j_calls_entity_id_1month_hosp_ref_calls_sum	0.001770	0.690000	3.897378e+02	0.001	0.18
j_calls_entity_id_all_cope_calls_sum	0.084074	31.610001	3.759798e+02	0.040	0.87
j_calls_entity_id_5year_cope_calls_sum	0.084074	31.610001	3.759798e+02	0.040	0.87
j_calls_entity_id_6month_cope_calls_sum	0.017651	5.890000	3.336943e+02	0.012	0.64
j_calls_entity_id_1month_disp_screening_sum	0.000395	0.130000	3.294376e+02	0.000	0.11
j_calls_entity_id_1month_cope_calls_sum	0.002698	0.850000	3.150140e+02	0.002	0.22
j_calls_entity_id_1month_disp_screening_max	0.000352	0.110000	3.125433e+02	0.000	0.11
j_calls_entity_id_3month_cope_calls_sum	0.008010	2.480000	3.096302e+02	0.006	0.44
j_calls_entity_id_1month_site_visit_calls_sum	0.001205	0.370000	3.070116e+02	0.001	0.17
j_calls_entity_id_1year_cope_calls_sum	0.037808	11.200000	2.962329e+02	0.024	0.73
j_calls_entity_id_3month_hosp_ref_calls_sum	0.005738	1.690000	2.945343e+02	0.003	0.34
j_calls_entity_id_all_disp_no_response_sum	0.177767	51.759998	2.911671e+02	0.064	0.97
j_calls_entity_id_5year_disp_no_response_sum	0.177767	51.759998	2.911671e+02	0.064	0.97
j_calls_entity_id_3month_mood_calls_sum	0.001386	0.380000	2.740765e+02	0.001	0.20
j_calls_entity_id_3month_site_visit_calls_sum	0.004821	1.320000	2.738212e+02	0.003	0.39
j_calls_entity_id_5year_self_ref_calls_sum	0.210797	57.209999	2.713980e+02	0.074	0.85
j_calls_entity_id_all_self_ref_calls_sum	0.210797	57.209999	2.713980e+02	0.074	0.85
j_calls_entity_id_6month_self_ref_calls_sum	0.035206	9.060000	2.573441e+02	0.020	0.63

Model Group: 16, Validation date: 2018-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.669027	0.000000	inf	0.669	0.00
j_calls_entity_id_all_dsl_imp	0.836108	0.000000	inf	0.836	0.00
j_calls_entity_id_all_call_length_imp	0.836118	0.000000	inf	0.836	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.206986	0.000000	inf	0.207	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	226.423294	0.000000	inf	0.383	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.211659	0.000000	inf	0.212	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.211659	0.000000	inf	0.212	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.206986	0.000000	inf	0.207	0.00
j_calls_entity_id_1year_call_length_imp	0.892099	0.000000	inf	0.892	0.00
b_all_event_gaps_entity_id_1year_days_btwn_min	274.914459	0.000000	inf	0.471	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.494855	0.000000	inf	0.495	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.494855	0.000000	inf	0.495	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	226.423294	0.000000	inf	0.383	0.00
b_all_event_gaps_entity_id_6month_days_btwn_min	219.291290	0.000000	inf	0.659	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.206986	0.000000	inf	0.207	0.00
b_joco_event_entity_id_3month_dsl_imp	0.633078	0.000000	inf	0.633	0.00
j_calls_entity_id_5year_dsl_imp	0.836108	0.000000	inf	0.836	0.00
j_calls_entity_id_1year_dsl_imp	0.892088	0.000000	inf	0.892	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	245.559509	0.000000	inf	0.398	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.206986	0.000000	inf	0.207	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.206986	0.000000	inf	0.207	0.00
b_joco_event_entity_id_6month_dsl_imp	0.424544	0.000000	inf	0.425	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.669027	0.000000	inf	0.669	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.206986	0.000000	inf	0.207	0.00
j_calls_entity_id_5year_call_length_imp	0.836118	0.000000	inf	0.836	0.00
j_calls_entity_id_all_call_length_min	836118.375000	1.925000	4.343472e+05	1.000	0.99
j_calls_entity_id_5year_call_length_min	836118.375000	1.925000	4.343472e+05	1.000	0.99
j_calls_entity_id_1year_call_length_min	892098.937500	2.755000	3.238108e+05	1.000	1.00
b_joco_event_entity_id_3month_dsl_min	633090.375000	6.450000	9.815355e+04	1.000	1.00
b_joco_event_entity_id_6month_dsl_min	424585.125000	6.450000	6.582716e+04	1.000	1.00
j_calls_entity_id_1year_dsl_min	892104.562500	28.410000	3.140107e+04	1.000	1.00
j_calls_entity_id_5year_dsl_min	836166.375000	28.410000	2.943212e+04	1.000	1.00
j_calls_entity_id_all_dsl_min	836166.375000	28.410000	2.943212e+04	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	70012.835938	6.450000	1.085470e+04	1.000	1.00
b_joco_event_entity_id_all_dsl_min	60973.652344	6.450000	9.453279e+03	1.000	1.00
b_all_event_gaps_entity_id_3month_days_btwn_min	181.269775	0.020000	9.063489e+03	0.784	0.01
j_calls_entity_id_6month_call_length_max	1.416657	788.104980	5.563132e+02	0.066	0.99
j_calls_entity_id_6month_call_length_sum	2.342551	988.090027	4.218009e+02	0.066	0.99
j_calls_entity_id_1month_mhc_ref_calls_sum	0.000540	0.190000	3.518690e+02	0.000	0.11
j_calls_entity_id_1year_call_length_max	2.428038	808.015015	3.327852e+02	0.108	1.00

Model Group: 16, Validation date: 2019-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
j_calls_entity_id_all_call_length_imp	0.826147	0.000000	inf	0.826	0.00
j_calls_entity_id_5year_call_length_imp	0.826147	0.000000	inf	0.826	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	223.340363	0.000000	inf	0.381	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.204700	0.000000	inf	0.205	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.204264	0.000000	inf	0.204	0.00
j_calls_entity_id_all_dsl_imp	0.826137	0.000000	inf	0.826	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	223.340363	0.000000	inf	0.381	0.00
j_calls_entity_id_5year_dsl_imp	0.826137	0.000000	inf	0.826	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.477945	0.000000	inf	0.478	0.00
b_all_event_gaps_entity_id_1year_days_btwn_min	276.797729	0.000000	inf	0.467	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	248.786774	0.000000	inf	0.402	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.204700	0.000000	inf	0.205	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.477945	0.000000	inf	0.478	0.00
b_joco_event_entity_id_6month_dsl_imp	0.403992	0.000000	inf	0.404	0.00
j_calls_entity_id_5year_call_length_min	826148.000000	1.935000	4.269499e+05	1.000	0.99
j_calls_entity_id_all_call_length_min	826148.000000	1.935000	4.269499e+05	1.000	0.99
b_joco_event_entity_id_6month_dsl_min	404036.781250	8.630000	4.681770e+04	1.000	1.00
j_calls_entity_id_5year_dsl_min	826204.437500	32.009998	2.581083e+04	1.000	1.00
j_calls_entity_id_all_dsl_min	826204.437500	32.009998	2.581083e+04	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	67230.187500	8.630000	7.790288e+03	1.000	1.00
b_joco_event_entity_id_all_dsl_min	62353.535156	8.630000	7.225207e+03	1.000	1.00
j_calls_entity_id_1month_disp_screening_sum	0.000365	0.160000	4.379955e+02	0.000	0.11
j_calls_entity_id_1month_aggression_calls_sum	0.001532	0.630000	4.111647e+02	0.001	0.27
j_calls_entity_id_1month_screening_calls_sum	0.000396	0.160000	4.043036e+02	0.000	0.12
j_calls_entity_id_1month_hosp_ref_calls_sum	0.001563	0.610000	3.903564e+02	0.001	0.22
j_calls_entity_id_3month_disp_screening_sum	0.001147	0.390000	3.401248e+02	0.001	0.26
j_calls_entity_id_1month_disp_screening_max	0.000325	0.110000	3.387622e+02	0.000	0.11
j_calls_entity_id_3month_disp_mcrt_sum	0.002070	0.700000	3.381583e+02	0.002	0.22
j_calls_entity_id_1month_site_visit_calls_sum	0.001563	0.520000	3.327628e+02	0.001	0.28
j_calls_entity_id_1month_screening_calls_max	0.000365	0.120000	3.284967e+02	0.000	0.12
j_calls_entity_id_3month_jdc_ref_calls_sum	0.001613	0.520000	3.222986e+02	0.001	0.11
j_calls_entity_id_1month_fam_issue_calls_sum	0.000507	0.160000	3.153568e+02	0.000	0.12
j_calls_entity_id_3month_hosp_ref_calls_sum	0.004810	1.480000	3.077057e+02	0.003	0.35
j_calls_entity_id_1month_disp_jcmhc_sum	0.001776	0.540000	3.040941e+02	0.001	0.34
j_calls_entity_id_1month_fam_issue_calls_max	0.000396	0.120000	3.032277e+02	0.000	0.12

Model Group: 16, Validation date: 2019-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3years_days_btwn_min	254.103180	0.000000	inf	0.414	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.212905	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	222.934372	0.000000	inf	0.390	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.212905	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	227.940125	0.000000	inf	0.393	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.212548	0.000000	inf	0.213	0.00
b_joco_event_entity_id_1year_dsl_min	83072.804688	8.660000	9592.703125	1.000	1.00
b_joco_event_entity_id_all_dsl_min	77110.625000	8.660000	8904.229492	1.000	1.00
j_calls_entity_id_3month_call_length_max	0.717356	440.274994	613.746887	0.036	0.90
j_calls_entity_id_3month_call_length_sum	1.099944	554.911011	504.490021	0.036	0.90
j_calls_entity_id_6month_call_length_max	1.338148	455.105011	340.100677	0.063	0.95
j_mhcserv_entity_id_1month_crisis_sum	0.000565	0.190000	336.253326	0.000	0.14
j_calls_entity_id_1month_cope_calls_sum	0.003113	1.030000	330.898987	0.002	0.29
j_calls_entity_id_6month_call_length_sum	2.186273	690.276001	315.731781	0.063	0.95
j_calls_entity_id_3month_self_ref_calls_sum	0.017854	5.580000	312.541962	0.011	0.41
j_calls_entity_id_1month_disp_jcmhc_sum	0.002131	0.650000	304.973938	0.002	0.33
j_calls_entity_id_1month_self_ref_calls_sum	0.005522	1.680000	304.257965	0.004	0.29
j_mhcserv_entity_id_1month_crisis_max	0.000466	0.140000	300.481689	0.000	0.14
j_calls_entity_id_6month_self_ref_calls_sum	0.035162	10.480000	298.049194	0.020	0.54
j_calls_entity_id_3month_cope_calls_sum	0.011033	3.260000	295.467896	0.008	0.47
j_calls_entity_id_6month_cope_calls_sum	0.022473	6.550000	291.459106	0.015	0.63
j_calls_entity_id_3month_disp_jcmhc_sum	0.007395	2.080000	281.262848	0.005	0.63
j_calls_entity_id_5year_cope_calls_sum	0.125263	34.860001	278.295166	0.054	0.85
j_calls_entity_id_all_cope_calls_sum	0.127146	35.000000	275.273651	0.055	0.85
j_calls_entity_id_1year_cope_calls_sum	0.045184	11.640000	257.612244	0.029	0.73
j_calls_entity_id_6month_disp_jcmhc_sum	0.015167	3.870000	255.156937	0.010	0.76
j_calls_entity_id_1year_self_ref_calls_sum	0.070116	17.670000	252.011734	0.037	0.63
j_calls_entity_id_3month_mood_calls_sum	0.001180	0.290000	245.832260	0.001	0.12
j_calls_entity_id_1month_after_hr_calls_sum	0.011202	2.700000	241.031158	0.007	0.62
j_calls_entity_id_1month_aggression_calls_sum	0.001715	0.400000	233.239304	0.001	0.22
j_calls_entity_id_1month_self_harm_calls_sum	0.001824	0.410000	224.778046	0.001	0.17
j_calls_entity_id_5year_self_ref_calls_sum	0.254045	56.400002	222.008301	0.077	0.80
j_calls_entity_id_all_self_ref_calls_sum	0.258942	57.000000	220.126785	0.077	0.80
j_calls_entity_id_3month_after_hr_calls_sum	0.036936	7.980000	216.046829	0.018	0.82
j_calls_entity_id_1month_disp_no_response_sum	0.008218	1.760000	214.163773	0.005	0.53

Model Group: 16, Validation date: 2020-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
j_calls_entity_id_1month_aggression_calls_sum	0.001691	0.480000	283.839111	0.001	0.22
j_calls_entity_id_1month_self_ref_calls_sum	0.006699	1.870000	279.146393	0.004	0.32
j_adms_entity_id_1month_program_category_youth_max	0.000439	0.110000	250.498077	0.000	0.11
j_adms_entity_id_1month_program_category_youth_sum	0.000439	0.110000	250.498077	0.000	0.11
j_calls_entity_id_1month_cope_calls_sum	0.005326	1.290000	242.228043	0.004	0.35
j_calls_entity_id_3month_fam_issue_calls_sum	0.001523	0.360000	236.387497	0.001	0.15
j_calls_entity_id_1month_disp_jcmhc_sum	0.002326	0.540000	232.115417	0.002	0.31
j_calls_entity_id_3month_self_ref_calls_sum	0.021657	5.000000	230.869278	0.012	0.40
j_calls_entity_id_3month_cope_calls_sum	0.014893	3.360000	225.611130	0.009	0.46
j_calls_entity_id_3month_mhc_ref_calls_sum	0.001719	0.370000	215.225388	0.001	0.18
j_calls_entity_id_1month_after_hr_calls_sum	0.013136	2.700000	205.536057	0.008	0.59
j_calls_entity_id_1month_disp_no_response_sum	0.010137	2.020000	199.265091	0.006	0.52
j_calls_entity_id_6month_disp_jcmhc_sum	0.014024	2.780000	198.231964	0.009	0.65
j_calls_entity_id_1month_hosp_ref_calls_sum	0.000860	0.170000	197.774673	0.001	0.11
j_calls_entity_id_6month_self_ref_calls_sum	0.041390	8.060000	194.733612	0.021	0.51
j_calls_entity_id_1month_site_visit_calls_sum	0.001850	0.360000	194.601822	0.002	0.19
j_calls_entity_id_3month_disp_jcmhc_sum	0.006400	1.210000	189.062073	0.005	0.48
j_calls_entity_id_6month_cope_calls_sum	0.027207	5.130000	188.553925	0.015	0.51
b_all_event_h_vh_entity_id_1month_total_count	0.003410	0.600000	175.941376	0.003	0.34
j_calls_entity_id_1month_aggression_calls_max	0.001261	0.220000	174.420883	0.001	0.22
j_calls_entity_id_3month_aggression_calls_sum	0.006073	1.050000	172.896225	0.004	0.32
j_calls_entity_id_1month_call_length_sum	0.372406	63.869999	171.506302	0.013	0.74
j_calls_entity_id_6month_fam_issue_calls_sum	0.003382	0.580000	171.486130	0.003	0.21
j_calls_entity_id_1month_disp_jcmhc_max	0.001822	0.310000	170.151840	0.002	0.31
j_calls_entity_id_1month_hosp_ref_calls_max	0.000654	0.110000	168.191574	0.001	0.11
j_calls_entity_id_3month_after_hr_calls_sum	0.040325	6.710000	166.398987	0.019	0.75
b_ambulance_subst_entity_id_1month_total_count	0.001084	0.180000	166.082596	0.001	0.12
j_calls_entity_id_3month_screening_calls_sum	0.000850	0.140000	164.663071	0.001	0.11
j_calls_entity_id_3month_disp_no_response_sum	0.031393	5.160000	164.369019	0.016	0.67
j_calls_entity_id_1month_self_harm_calls_sum	0.002149	0.350000	162.873260	0.002	0.21
j_mhcserv_entity_id_6month_crisis_sum	0.003279	0.530000	161.613754	0.002	0.18
j_calls_entity_id_6month_mhc_ref_calls_sum	0.002934	0.470000	160.205643	0.002	0.22
j_calls_entity_id_3month_hosp_ref_calls_sum	0.002635	0.420000	159.407867	0.002	0.20
j_calls_entity_id_1month_total_count	0.025180	3.970000	157.667191	0.014	0.74
j_calls_entity_id_1year_fam_issue_calls_sum	0.007129	1.110000	155.706970	0.005	0.27
j_calls_entity_id_1year_disp_jcmhc_sum	0.030197	4.590000	152.002579	0.018	0.69
j_calls_entity_id_1year_self_ref_calls_sum	0.080453	12.140000	150.894943	0.037	0.58
j_calls_entity_id_6month_aggression_calls_sum	0.011735	1.770000	150.831909	0.007	0.43
b_ambulance_entity_id_3month_alcohol_sum	0.003130	0.470000	150.162888	0.003	0.15
j_calls_entity_id_3month_screening_calls_max	0.000738	0.110000	149.030502	0.001	0.11

Model Group: 16, Validation date: 2020-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3years_days_btw_imp	0.202764	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.727249	0.00	inf	0.727	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.202764	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.727249	0.00	inf	0.727	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.501757	0.00	inf	0.502	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.203085	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.202764	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.202764	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.202764	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.501757	0.00	inf	0.502	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.203085	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.202764	0.00	inf	0.203	0.00
j_mhcserv_entity_id_1month_crisis_sum	0.000330	0.19	575.905396	0.000	0.12
j_calls_entity_id_1month_screening_calls_sum	0.000241	0.12	498.444427	0.000	0.11
j_calls_entity_id_1month_disp_jcmhc_sum	0.002693	1.34	497.619202	0.002	0.58
j_calls_entity_id_1month_screening_calls_max	0.000223	0.11	493.459991	0.000	0.11
j_calls_entity_id_1month_anxiety_calls_sum	0.001436	0.67	466.711182	0.001	0.17
j_mhcserv_entity_id_1month_crisis_max	0.000267	0.12	448.599976	0.000	0.12
j_calls_entity_id_1month_aggression_calls_sum	0.001275	0.56	439.188812	0.001	0.31
j_calls_entity_id_3month_disp_screening_sum	0.000580	0.24	414.092316	0.001	0.14
j_calls_entity_id_3month_screening_calls_sum	0.000588	0.24	407.818176	0.001	0.16
j_calls_entity_id_1month_hosp_ref_calls_sum	0.001141	0.45	394.277313	0.001	0.15
j_calls_entity_id_3month_hosp_ref_calls_sum	0.002523	0.98	388.363953	0.001	0.27
j_calls_entity_id_3month_disp_mcrt_sum	0.001222	0.47	384.748169	0.001	0.19
j_calls_entity_id_3month_fam_issue_calls_sum	0.001596	0.60	375.921814	0.001	0.19
j_calls_entity_id_3month_disp_jcmhc_sum	0.008569	3.21	374.611328	0.006	0.74
j_calls_entity_id_1month_fam_issue_calls_sum	0.000606	0.22	362.838226	0.000	0.14
j_calls_entity_id_3month_aggression_calls_sum	0.004191	1.45	345.994690	0.003	0.46
j_calls_entity_id_6month_disp_jcmhc_sum	0.014418	4.98	345.397034	0.009	0.80
j_calls_entity_id_1month_self_ref_calls_sum	0.009817	3.35	341.237488	0.005	0.35
j_calls_entity_id_3month_anxiety_calls_sum	0.003968	1.26	317.548309	0.003	0.23
j_calls_entity_id_6month_fam_issue_calls_sum	0.003148	0.97	308.174225	0.003	0.27
j_calls_entity_id_1month_aggression_calls_max	0.001016	0.31	304.969299	0.001	0.31
j_calls_entity_id_1month_after_hr_calls_sum	0.014793	4.43	299.472260	0.008	0.79
j_calls_entity_id_3month_screening_calls_max	0.000544	0.16	294.163940	0.001	0.16
j_calls_entity_id_1month_fam_issue_calls_max	0.000481	0.14	290.759247	0.000	0.14
j_calls_entity_id_3month_self_ref_calls_sum	0.026625	7.59	285.069824	0.012	0.51
j_calls_entity_id_1month_site_visit_calls_sum	0.001248	0.35	280.375000	0.001	0.28
j_calls_entity_id_1month_disp_jcmhc_max	0.002104	0.58	275.622894	0.002	0.58
j_calls_entity_id_3month_site_visit_calls_sum	0.002791	0.74	265.146973	0.002	0.40

Model Group: 16, Validation date: 2021-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_all_days_btw_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.191779	0.000000	inf	0.192	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.494223	0.000000	inf	0.494	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.494223	0.000000	inf	0.494	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.191779	0.000000	inf	0.192	0.00
b_all_event_gaps_entity_id_1year_days_btwn_min	244.848587	0.030000	8161.620117	0.420	0.01
b_all_event_gaps_entity_id_3years_days_btwn_min	221.556366	0.030000	7385.212402	0.365	0.01
b_all_event_gaps_entity_id_5years_days_btwn_min	202.157288	0.030000	6738.576660	0.350	0.01
b_all_event_gaps_entity_id_all_days_btwn_min	184.661560	0.030000	6155.385742	0.339	0.01
b_all_event_gaps_entity_id_6month_days_btwn_min	240.339661	0.040000	6008.491211	0.659	0.02
j_calls_entity_id_1month_mood_calls_sum	0.000311	0.190000	611.306030	0.000	0.11
j_calls_entity_id_1month_mood_calls_max	0.000266	0.110000	412.899658	0.000	0.11
j_calls_entity_id_1month_disp_jcmhc_sum	0.002984	1.080000	361.957520	0.002	0.37
j_calls_entity_id_3month_mood_calls_sum	0.001163	0.400000	343.844269	0.001	0.13
j_mhcserv_entity_id_6month_crisis_sum	0.001945	0.650000	334.227600	0.001	0.25
j_calls_entity_id_1month_call_length_sum	0.402237	130.845001	325.293335	0.014	0.58
j_calls_entity_id_6month_fam_issue_calls_sum	0.003774	1.220000	323.254059	0.003	0.30
j_calls_entity_id_1month_fam_issue_calls_sum	0.000746	0.240000	321.739990	0.001	0.14
j_calls_entity_id_3month_fam_issue_calls_sum	0.002034	0.650000	319.632538	0.002	0.26
j_calls_entity_id_3month_self_ref_calls_sum	0.028817	8.400000	291.499390	0.014	0.47
j_calls_entity_id_1month_self_ref_calls_sum	0.009990	2.840000	284.275146	0.005	0.32
j_calls_entity_id_1month_call_length_max	0.284005	80.010002	281.720551	0.014	0.58
j_calls_entity_id_3month_disp_jcmhc_sum	0.009351	2.600000	278.046906	0.006	0.60
j_calls_entity_id_1month_after_hr_calls_sum	0.014972	4.160000	277.848999	0.008	0.54
j_mhcserv_entity_id_1year_crisis_sum	0.004138	1.110000	268.231750	0.002	0.35
j_calls_entity_id_6month_disp_jcmhc_sum	0.019412	5.170000	266.325958	0.012	0.70
j_calls_entity_id_1year_fam_issue_calls_sum	0.007166	1.900000	265.126526	0.005	0.34
j_calls_entity_id_6month_mood_calls_sum	0.002753	0.720000	261.543488	0.002	0.19
j_calls_entity_id_6month_self_ref_calls_sum	0.061718	16.120001	261.188080	0.026	0.59
j_calls_entity_id_1month_disp_no_response_sum	0.011411	2.910000	255.013397	0.007	0.51
j_calls_entity_id_3month_hosp_ref_calls_sum	0.002611	0.660000	252.795715	0.001	0.18
j_calls_entity_id_3month_after_hr_calls_sum	0.044694	10.960000	245.220490	0.018	0.74
j_calls_entity_id_6month_after_hr_calls_sum	0.089726	21.280001	237.165451	0.032	0.85
j_calls_entity_id_3month_disp_no_response_sum	0.033585	7.940000	236.413391	0.016	0.68
j_calls_entity_id_1year_disp_jcmhc_sum	0.035335	8.340000	236.028915	0.019	0.75

Model Group: 16, Validation date: 2021-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3years_days_btw_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.291375	0.00	inf	0.291	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.291375	0.00	inf	0.291	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.137271	0.00	inf	0.137	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.137271	0.00	inf	0.137	0.00
b_all_event_gaps_entity_id_1year_days_btwn_min	154.426193	0.03	5147.540039	0.677	0.01
b_all_event_gaps_entity_id_3years_days_btwn_min	140.072723	0.03	4669.090820	0.632	0.01
b_all_event_gaps_entity_id_5years_days_btwn_min	128.791595	0.03	4293.053223	0.616	0.01
b_all_event_gaps_entity_id_all_days_btwn_min	116.141129	0.03	3871.371094	0.600	0.01
j_calls_entity_id_1month_disp_jcmhc_sum	0.002314	2.65	1145.123535	0.001	0.55
j_calls_entity_id_3month_disp_jcmhc_sum	0.007732	6.83	883.372437	0.003	0.70
b_ambulance_entity_id_3month_suicidal_sum	0.000278	0.23	828.234009	0.000	0.15
j_calls_entity_id_6month_disp_jcmhc_sum	0.015658	12.07	770.835144	0.006	0.72
j_calls_entity_id_1month_crisis_calls_sum	0.003089	1.98	641.026550	0.002	0.45
j_calls_entity_id_1year_disp_jcmhc_sum	0.027078	15.60	576.110962	0.011	0.73
b_ambulance_entity_id_6month_suicidal_sum	0.000663	0.38	573.514954	0.001	0.22
b_ambulance_entity_id_3month_suicidal_max	0.000273	0.15	549.798218	0.000	0.15
j_calls_entity_id_1month_aggression_calls_sum	0.000775	0.40	516.372375	0.001	0.24
j_calls_entity_id_3month_crisis_calls_sum	0.010041	5.18	515.883728	0.005	0.62
j_calls_entity_id_3month_mhc_ref_calls_sum	0.001583	0.81	511.566071	0.001	0.38
j_calls_entity_id_1year_crisis_calls_sum	0.020072	9.93	494.711639	0.009	0.74
j_calls_entity_id_6month_crisis_calls_sum	0.020072	9.93	494.711639	0.009	0.74
j_calls_entity_id_5year_crisis_calls_sum	0.020072	9.93	494.711639	0.009	0.74
j_calls_entity_id_all_crisis_calls_sum	0.020072	9.93	494.711639	0.009	0.74
b_all_event_gaps_entity_id_6month_days_btwn_min	122.690689	0.26	471.887268	0.799	0.02
b_ambulance_entity_id_1month_alcohol_sum	0.000580	0.27	465.711456	0.001	0.16
j_calls_entity_id_3month_homeless_calls_sum	0.001252	0.58	463.228149	0.001	0.14
j_calls_entity_id_1month_mhc_ref_calls_sum	0.000502	0.23	458.343109	0.000	0.14
b_ambulance_entity_id_6month_alcohol_sum	0.003279	1.47	448.334717	0.003	0.30
b_ambulance_entity_id_3month_alcohol_sum	0.001637	0.72	439.838562	0.001	0.25
b_ambulance_entity_id_1year_suicidal_sum	0.001345	0.59	438.776154	0.001	0.28
j_calls_entity_id_1month_after_hr_calls_sum	0.006577	2.88	437.883728	0.004	0.56
j_calls_entity_id_1month_disp_jcmhc_max	0.001272	0.55	432.536011	0.001	0.55
j_calls_entity_id_1month_self_ref_calls_sum	0.003571	1.54	431.237793	0.002	0.30
j_calls_entity_id_1month_aggression_calls_max	0.000565	0.24	424.671692	0.001	0.24

Model Group: 16, Validation date: 2022-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_1year_days_btw_imp	0.163257	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.163257	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.649445	0.000000	inf	0.649	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.649445	0.000000	inf	0.649	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.162939	0.000000	inf	0.163	0.00
j_calls_entity_id_1month_disp_jcmhc_sum	0.001538	2.470000	1605.507080	0.001	0.33
j_calls_entity_id_1month_crisis_calls_sum	0.002719	3.880000	1427.089233	0.002	0.40
j_calls_entity_id_1month_self_ref_calls_sum	0.002988	3.530000	1181.197510	0.002	0.30
j_calls_entity_id_3month_disp_jcmhc_sum	0.004973	5.850000	1176.245117	0.003	0.43
j_calls_entity_id_3month_crisis_calls_sum	0.008245	8.820000	1069.754883	0.005	0.59
j_calls_entity_id_6month_disp_jcmhc_sum	0.011052	10.980000	993.474731	0.004	0.53
j_calls_entity_id_3month_self_ref_calls_sum	0.009284	8.050000	867.103882	0.006	0.46
j_calls_entity_id_6month_crisis_calls_sum	0.018214	15.220000	835.626099	0.009	0.67
j_calls_entity_id_1year_disp_jcmhc_sum	0.026622	19.930000	748.619385	0.008	0.60
j_calls_entity_id_1month_after_hr_calls_sum	0.004819	3.490000	724.258240	0.003	0.50
j_calls_entity_id_6month_self_ref_calls_sum	0.019686	13.380000	679.669739	0.011	0.53
j_calls_entity_id_1year_crisis_calls_sum	0.036649	24.580000	670.690063	0.015	0.73
j_calls_entity_id_all_crisis_calls_sum	0.036649	24.580000	670.690063	0.015	0.73
j_calls_entity_id_5year_crisis_calls_sum	0.036649	24.580000	670.690063	0.015	0.73
b_ambulance_entity_id_1month_alcohol_sum	0.000473	0.310000	655.348694	0.000	0.17
j_calls_entity_id_5year_self_ref_calls_sum	0.141463	79.809998	564.177063	0.041	0.68
j_calls_entity_id_all_self_ref_calls_sum	0.180919	102.029999	563.954834	0.047	0.69
b_ambulance_subst_entity_id_1month_total_count	0.000579	0.310000	535.284790	0.001	0.17
j_calls_entity_id_1month_disp_no_action_sum	0.003117	1.640000	526.198059	0.002	0.37
j_calls_entity_id_3month_after_hr_calls_sum	0.015756	8.260000	524.248108	0.008	0.67
j_calls_entity_id_1month_cope_calls_sum	0.010433	5.190000	497.450500	0.006	0.58
j_calls_entity_id_1year_self_ref_calls_sum	0.044823	21.889999	488.365692	0.020	0.60
j_calls_entity_id_1month_mhc_ref_calls_sum	0.000433	0.210000	484.716431	0.000	0.12
b_ambulance_entity_id_3month_alcohol_sum	0.001512	0.720000	476.212646	0.001	0.25
b_ambulance_entity_id_6month_psy_substance_sum	0.000340	0.160000	470.028046	0.000	0.11
j_calls_entity_id_5year_disp_jcmhc_sum	0.066980	31.290001	467.152649	0.021	0.67
j_calls_entity_id_all_disp_jcmhc_sum	0.072170	33.459999	463.625458	0.022	0.69
j_calls_entity_id_all_disp_no_response_sum	0.150128	67.620003	450.417023	0.034	0.67
j_calls_entity_id_1month_call_length_sum	0.182824	81.464996	445.592163	0.007	0.60
b_ambulance_entity_id_6month_alcohol_sum	0.003311	1.440000	434.885803	0.003	0.34

Model Group: 16, Validation date: 2022-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_all_days_btwn_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.564986	0.000000	inf	0.565	0.00
b_all_event_gaps_entity_id_1year_days_btwn_min	282.247009	0.000000	inf	0.532	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	223.625168	0.000000	inf	0.470	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	241.174210	0.000000	inf	0.483	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	194.338333	0.000000	inf	0.453	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.220266	0.000000	inf	0.220	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.220266	0.000000	inf	0.220	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.564986	0.000000	inf	0.565	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_6month_days_btwn_min	229.058151	0.050000	4581.163086	0.719	0.02
j_calls_entity_id_1month_disp_jcmhc_sum	0.002334	1.700000	728.514343	0.001	0.32
b_ambulance_entity_id_1month_alcohol_sum	0.000797	0.570000	714.780029	0.001	0.29
j_calls_entity_id_6month_disp_jcmhc_sum	0.014642	10.410000	710.984375	0.006	0.52
j_calls_entity_id_3month_disp_jcmhc_sum	0.007419	4.920000	663.172668	0.004	0.47
b_ambulance_entity_id_1month_suicidal_sum	0.000196	0.120000	611.951965	0.000	0.11
b_ambulance_subst_entity_id_1month_total_count	0.000954	0.580000	607.760559	0.001	0.29
j_calls_entity_id_1year_disp_jcmhc_sum	0.032558	18.930000	581.421997	0.011	0.56
j_calls_entity_id_6month_crisis_calls_sum	0.027695	15.740000	568.333984	0.012	0.62
b_ambulance_entity_id_1month_suicidal_max	0.000196	0.110000	560.955994	0.000	0.11
j_calls_entity_id_3month_crisis_calls_sum	0.014413	8.020000	556.446167	0.007	0.53
b_ambulance_entity_id_6month_alcohol_sum	0.004523	2.480000	548.280701	0.004	0.52
j_calls_entity_id_1month_crisis_calls_sum	0.004942	2.620000	530.196472	0.003	0.40
b_ambulance_entity_id_3month_alcohol_sum	0.002510	1.260000	501.991882	0.002	0.42
j_calls_entity_id_1year_crisis_calls_sum	0.057076	27.040001	473.751221	0.023	0.70
j_calls_entity_id_3month_disp_911_sum	0.000340	0.160000	470.732269	0.000	0.12
j_calls_entity_id_6month_self_ref_calls_sum	0.030192	13.670000	452.770264	0.015	0.46
b_ambulance_subst_entity_id_6month_total_count	0.005621	2.520000	448.290405	0.005	0.52
j_calls_entity_id_5year_disp_911_sum	0.000523	0.230000	439.840485	0.000	0.17
j_calls_entity_id_1year_disp_911_sum	0.000523	0.230000	439.840485	0.000	0.17
j_calls_entity_id_6month_disp_911_sum	0.000523	0.230000	439.840485	0.000	0.17
j_calls_entity_id_all_disp_911_sum	0.000523	0.230000	439.840485	0.000	0.17
j_calls_entity_id_3month_self_ref_calls_sum	0.016158	6.760000	418.365265	0.009	0.37
b_ambulance_subst_entity_id_3month_total_count	0.003124	1.270000	406.474396	0.003	0.42
b_ambulance_entity_id_6month_suicidal_sum	0.001039	0.420000	404.119232	0.001	0.31
j_calls_entity_id_all_crisis_calls_sum	0.081961	32.490002	396.409637	0.028	0.71

Model Group: 16, Validation date: 2023-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_h_vh_entity_id_3month_total_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_h_vh_entity_id_1year_total_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.501662	0.000000	inf	0.502	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	173.366852	0.000000	inf	0.400	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	222.704315	0.000000	inf	0.430	0.00
b_all_event_h_vh_entity_id_all_total_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.501662	0.000000	inf	0.502	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	204.329178	0.000000	inf	0.416	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.204784	0.000000	inf	0.205	0.00
b_all_event_h_vh_entity_id_all_dsl_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_h_vh_entity_id_1month_total_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.204784	0.000000	inf	0.205	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_h_vh_entity_id_6month_total_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_h_vh_entity_id_all_dsl_min	918158.375000	93.269997	9844.091797	1.000	1.00
j_calls_entity_id_3month_crisis_calls_sum	0.016690	17.660000	1058.114258	0.008	0.57
j_calls_entity_id_1month_crisis_calls_sum	0.005253	5.500000	1047.033936	0.003	0.34
j_calls_entity_id_1month_self_ref_calls_sum	0.005362	5.280000	984.694946	0.003	0.32
j_calls_entity_id_3month_self_ref_calls_sum	0.017308	16.520000	954.444885	0.009	0.47
j_calls_entity_id_6month_crisis_calls_sum	0.035352	31.980000	904.621277	0.014	0.69
j_calls_entity_id_1month_disp_jcmhc_sum	0.002314	2.090000	903.346619	0.001	0.31
j_calls_entity_id_3month_disp_jcmhc_sum	0.007996	6.830000	854.197449	0.004	0.46
j_calls_entity_id_6month_disp_jcmhc_sum	0.017345	13.410000	773.139343	0.007	0.59
j_calls_entity_id_6month_self_ref_calls_sum	0.037789	29.200001	772.709412	0.017	0.54
j_calls_entity_id_1year_crisis_calls_sum	0.065654	48.290001	735.518127	0.025	0.73
j_calls_entity_id_1year_disp_jcmhc_sum	0.033940	23.260000	685.319885	0.011	0.64
j_calls_entity_id_1year_self_ref_calls_sum	0.070769	43.639999	616.653381	0.031	0.67
j_calls_entity_id_5year_crisis_calls_sum	0.114022	68.580002	601.462158	0.035	0.78
j_calls_entity_id_all_crisis_calls_sum	0.114022	68.580002	601.462158	0.035	0.78
j_calls_entity_id_1month_disp_no_action_sum	0.005908	3.460000	585.673218	0.004	0.35
j_calls_entity_id_3month_disp_no_action_sum	0.017498	10.110000	577.791748	0.011	0.58
j_calls_entity_id_3month_after_hr_calls_sum	0.030783	15.470000	502.553802	0.014	0.69
j_calls_entity_id_1month_after_hr_calls_sum	0.009545	4.670000	489.235901	0.005	0.45
j_mhccsassess_entity_id_6month_nonsuic_self_harm_3m_sum	0.000364	0.170000	467.319824	0.000	0.11
j_calls_entity_id_6month_disp_no_action_sum	0.038786	17.990000	463.828827	0.020	0.70

Model Group: 16, Validation date: 2023-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3years_days_btw_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	213.709885	0.000000	inf	0.405	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	196.485413	0.000000	inf	0.390	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.201093	0.000000	inf	0.201	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	163.088364	0.000000	inf	0.373	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.201093	0.000000	inf	0.201	0.00
j_calls_entity_id_6month_crisis_calls_sum	0.034481	26.200001	759.829102	0.015	0.58
j_calls_entity_id_1month_crisis_calls_sum	0.005795	4.370000	754.055603	0.003	0.35
j_calls_entity_id_1year_crisis_calls_sum	0.074498	54.189999	727.399536	0.027	0.66
j_calls_entity_id_3month_crisis_calls_sum	0.017906	12.830000	716.524231	0.009	0.51
j_calls_entity_id_6month_self_ref_calls_sum	0.039566	24.709999	624.530334	0.018	0.46
j_calls_entity_id_3month_self_ref_calls_sum	0.019970	12.460000	623.930237	0.010	0.41
j_calls_entity_id_1year_self_ref_calls_sum	0.081624	50.610001	620.038879	0.034	0.59
j_calls_entity_id_1month_self_ref_calls_sum	0.006774	4.190000	618.545227	0.004	0.27
j_calls_entity_id_1month_disp_jcmhc_sum	0.002401	1.440000	599.824219	0.002	0.23
j_calls_entity_id_1year_disp_jcmhc_sum	0.035330	20.850000	590.148376	0.012	0.57
j_calls_entity_id_5year_crisis_calls_sum	0.148966	85.680000	575.165039	0.040	0.70
j_calls_entity_id_all_crisis_calls_sum	0.148966	85.680000	575.165039	0.040	0.70
j_calls_entity_id_6month_disp_jcmhc_sum	0.015941	9.130000	572.737793	0.007	0.50
j_calls_entity_id_3month_disp_jcmhc_sum	0.007539	4.050000	537.241150	0.004	0.43
j_calls_entity_id_1month_disp_no_action_sum	0.006812	2.890000	424.239685	0.005	0.36
j_calls_entity_id_5year_self_ref_calls_sum	0.263481	108.690002	412.515503	0.066	0.68
j_calls_entity_id_6month_disp_no_action_sum	0.042945	16.740000	389.800293	0.023	0.59
j_calls_entity_id_3month_disp_no_action_sum	0.021744	8.450000	388.613800	0.013	0.50
j_calls_entity_id_1year_disp_no_action_sum	0.085424	32.330002	378.466187	0.041	0.65
j_calls_entity_id_5year_disp_jcmhc_sum	0.132895	49.480000	372.324036	0.031	0.68
j_calls_entity_id_all_self_ref_calls_sum	0.365771	135.949997	371.680756	0.078	0.70
b_ambulance_entity_id_3month_alcohol_sum	0.002737	0.950000	347.081696	0.003	0.22
b_ambulance_entity_id_3month_suicidal_sum	0.000612	0.210000	343.336853	0.001	0.15
j_calls_entity_id_1month_after_hr_calls_sum	0.011744	4.010000	341.463531	0.006	0.44
j_calls_entity_id_all_disp_jcmhc_sum	0.159226	53.480000	335.874237	0.038	0.70
j_calls_entity_id_1year_after_hr_calls_sum	0.143087	47.990002	335.391510	0.049	0.78
j_calls_entity_id_6month_after_hr_calls_sum	0.071998	23.590000	327.647247	0.029	0.69
j_calls_entity_id_3month_after_hr_calls_sum	0.037364	12.050000	322.504578	0.017	0.60
b_ambulance_entity_id_6month_alcohol_sum	0.005742	1.790000	311.748413	0.005	0.27

Model Group: 117, Validation date: 2017-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_5years_days_btw_imp	0.216742	0.000000	inf	0.217	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.832473	0.000000	inf	0.832	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.216742	0.000000	inf	0.217	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.506463	0.000000	inf	0.506	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.675974	0.000000	inf	0.676	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.675974	0.000000	inf	0.676	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.218206	0.000000	inf	0.218	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.216742	0.000000	inf	0.217	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.216742	0.000000	inf	0.217	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.506463	0.000000	inf	0.506	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.216742	0.000000	inf	0.217	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.832473	0.000000	inf	0.832	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.216742	0.000000	inf	0.217	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.218206	0.000000	inf	0.218	0.00
b_all_event_entity_id_all_dsl_min	152.110138	1.000000	152.110138	1.000	1.00
b_joco_event_entity_id_1month_dsl_imp	0.819207	0.010000	81.920662	0.819	0.01
b_joco_event_entity_id_1month_dsl_min	819208.000000	10000.980469	81.912773	1.000	1.00
b_joco_event_entity_id_3month_dsl_imp	0.636335	0.010000	63.633472	0.636	0.01
b_joco_event_entity_id_3month_dsl_min	636347.000000	10000.980469	63.628460	1.000	1.00
b_joco_event_entity_id_6month_dsl_imp	0.430685	0.010000	43.068474	0.431	0.01
b_joco_event_entity_id_6month_dsl_min	430724.843750	10000.980469	43.068264	1.000	1.00
j_calls_entity_id_1month_total_count	0.030413	0.810000	26.633127	0.014	0.17
j_calls_entity_id_1month_self_ref_calls_max	0.004327	0.110000	25.424290	0.004	0.11
j_calls_entity_id_1month_self_ref_calls_sum	0.007317	0.160000	21.866899	0.004	0.11
j_mhcserv_entity_id_all_crisis_sum	0.030360	0.650000	21.409588	0.013	0.14
j_calls_entity_id_1month_call_length_sum	0.389296	7.885000	20.254513	0.014	0.17
j_calls_entity_id_6month_disp_jcmhc_sum	0.014231	0.250000	17.567251	0.010	0.14
j_calls_entity_id_3month_disp_no_response_sum	0.030095	0.490000	16.281710	0.015	0.14
j_calls_entity_id_3month_after_hr_calls_sum	0.043626	0.700000	16.045382	0.019	0.17
j_calls_entity_id_1year_disp_jcmhc_sum	0.021378	0.320000	14.968413	0.013	0.18
j_calls_entity_id_6month_disp_jcmhc_max	0.009682	0.140000	14.460175	0.010	0.14
j_mhcserv_entity_id_6month_outreach_total_sum	0.022269	0.320000	14.369676	0.010	0.11
j_calls_entity_id_3month_total_count	0.095089	1.320000	13.881714	0.037	0.26
j_mhcserv_entity_id_1month_services_flag_sum	0.199733	2.760000	13.818463	0.038	0.32
j_services_entity_id_1month_total_count	0.199733	2.760000	13.818463	0.038	0.32
j_mhcserv_entity_id_1month_services_total_sum	0.199733	2.760000	13.818463	0.038	0.32
j_calls_entity_id_5year_hosp_ref_calls_sum	0.071749	0.980000	13.658732	0.023	0.14
j_calls_entity_id_all_hosp_ref_calls_sum	0.071749	0.980000	13.658732	0.023	0.14
j_calls_entity_id_6month_after_hr_calls_sum	0.074496	1.010000	13.557865	0.028	0.21
j_calls_entity_id_1year_disp_jcmhc_max	0.013308	0.180000	13.525244	0.013	0.18

Model Group: 117, Validation date: 2018-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.836951	0.00	inf	0.837	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.210168	0.00	inf	0.210	0.00
b_joco_event_entity_id_3month_dsl_imp	0.634173	0.00	inf	0.634	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.210168	0.00	inf	0.210	0.00
b_joco_event_entity_id_1month_dsl_imp	0.824046	0.00	inf	0.824	0.00
b_joco_event_entity_id_6month_dsl_imp	0.406738	0.00	inf	0.407	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.836951	0.00	inf	0.837	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.210584	0.00	inf	0.211	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.671971	0.00	inf	0.672	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.210168	0.00	inf	0.210	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.485149	0.00	inf	0.485	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.485149	0.00	inf	0.485	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.210168	0.00	inf	0.210	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.210584	0.00	inf	0.211	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.210168	0.00	inf	0.210	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.210168	0.00	inf	0.210	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.671971	0.00	inf	0.672	0.00
b_joco_event_entity_id_1month_dsl_min	824047.437500	1.24	6.645544e+05	1.000	1.00
b_joco_event_entity_id_3month_dsl_min	634187.000000	1.24	5.114411e+05	1.000	1.00
b_joco_event_entity_id_6month_dsl_min	406782.906250	1.24	3.280507e+05	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	61271.062500	1.24	4.941215e+04	1.000	1.00
b_joco_event_entity_id_all_dsl_min	57178.660156	1.24	4.611182e+04	1.000	1.00
b_all_event_entity_id_all_dsl_min	148.775833	1.00	1.487758e+02	1.000	1.00
j_calls_entity_id_1month_disp_no_response_sum	0.008095	0.38	4.694326e+01	0.005	0.12
j_calls_entity_id_1month_after_hr_calls_sum	0.013150	0.54	4.106409e+01	0.007	0.15
j_calls_entity_id_1year_self_ref_calls_sum	0.091326	3.72	4.073320e+01	0.040	0.12
j_calls_entity_id_3month_disp_no_response_sum	0.025799	0.91	3.527256e+01	0.014	0.15
j_calls_entity_id_all_self_ref_calls_sum	0.262044	9.16	3.495601e+01	0.074	0.18
j_calls_entity_id_5year_self_ref_calls_sum	0.262044	9.16	3.495601e+01	0.074	0.18
j_calls_entity_id_6month_disp_no_response_sum	0.056675	1.94	3.423038e+01	0.027	0.16
j_pros_chrgs_entity_id_1month_total_count	0.015624	0.53	3.392109e+01	0.010	0.24
j_calls_entity_id_all_disp_no_response_sum	0.225643	6.87	3.044627e+01	0.064	0.24
j_calls_entity_id_5year_disp_no_response_sum	0.225643	6.87	3.044627e+01	0.064	0.24
j_calls_entity_id_3month_after_hr_calls_sum	0.040826	1.17	2.865797e+01	0.017	0.18
j_calls_entity_id_1year_disp_no_response_sum	0.110577	3.14	2.839659e+01	0.045	0.18
j_services_entity_id_1month_total_count	0.173864	4.81	2.766532e+01	0.036	0.11
j_mhcserv_entity_id_1month_services_flag_sum	0.173864	4.81	2.766532e+01	0.036	0.11
j_mhcserv_entity_id_1month_services_total_sum	0.173864	4.81	2.766532e+01	0.036	0.11
j_calls_entity_id_1month_total_count	0.025554	0.70	2.739320e+01	0.013	0.16
b_bkgs_entity_id_1month_total_count	0.015027	0.41	2.728377e+01	0.015	0.40

Model Group: 117, Validation date: 2018-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3month_days_btw_imp	0.669027	0.00	inf	0.669	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.494855	0.00	inf	0.495	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.206986	0.00	inf	0.207	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.494855	0.00	inf	0.495	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.669027	0.00	inf	0.669	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.206986	0.00	inf	0.207	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.206986	0.00	inf	0.207	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.206986	0.00	inf	0.207	0.00
b_joco_event_entity_id_1month_dsl_imp	0.824415	0.00	inf	0.824	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.206986	0.00	inf	0.207	0.00
b_joco_event_entity_id_6month_dsl_imp	0.424544	0.00	inf	0.425	0.00
b_joco_event_entity_id_3month_dsl_imp	0.633078	0.00	inf	0.633	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.211659	0.00	inf	0.212	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.836710	0.00	inf	0.837	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.211659	0.00	inf	0.212	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.206986	0.00	inf	0.207	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.836710	0.00	inf	0.837	0.00
b_joco_event_entity_id_1month_dsl_min	824416.437500	1.00	8.244164e+05	1.000	1.00
b_joco_event_entity_id_3month_dsl_min	633090.437500	1.00	6.330904e+05	1.000	1.00
b_joco_event_entity_id_6month_dsl_min	424585.156250	1.00	4.245852e+05	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	70012.835938	1.00	7.001284e+04	1.000	1.00
b_joco_event_entity_id_all_dsl_min	60973.660156	1.00	6.097366e+04	1.000	1.00
b_all_event_entity_id_all_dsl_min	151.113632	1.00	1.511136e+02	1.000	1.00
b_ambulance_entity_id_6month_dsl_min	12.522892	0.45	2.782865e+01	0.145	0.11
b_bkgs_entity_id_1month_d_in_jail_avg	0.261771	4.59	1.753440e+01	0.010	0.15
b_bkgs_entity_id_1month_total_count	0.015296	0.21	1.372927e+01	0.015	0.19
b_all_event_gaps_entity_id_3years_days_btwn_min	245.540344	18.48	1.328682e+01	0.398	0.02
b_diagnoses_entity_id_6month_drug_severe_sum	0.023645	0.29	1.226495e+01	0.011	0.13
b_all_event_gaps_entity_id_5years_days_btwn_min	226.404114	18.48	1.225131e+01	0.383	0.02
b_all_event_gaps_entity_id_all_days_btwn_min	226.404114	18.48	1.225131e+01	0.383	0.02
b_diagnoses_entity_id_6month_drug_severe_max	0.010727	0.13	1.211920e+01	0.011	0.13
j_mhcserv_entity_id_1month_services_total_sum	0.187049	2.18	1.165470e+01	0.036	0.12
j_services_entity_id_1month_total_count	0.187049	2.18	1.165470e+01	0.036	0.12
j_mhcserv_entity_id_1month_services_flag_sum	0.187049	2.18	1.165470e+01	0.036	0.12
b_joco_event_entity_id_1month_total_count	0.821258	9.47	1.153109e+01	0.176	1.00
j_adms_entity_id_3month_total_count	0.023800	0.23	9.663713e+00	0.018	0.13
b_doco_event_entity_id_1month_total_count	0.021069	0.20	9.492459e+00	0.020	0.18
d_svcs_entity_id_1month_total_count	0.021069	0.20	9.492459e+00	0.020	0.18
b_all_event_gaps_entity_id_1year_days_btwn_min	274.883759	29.57	9.296035e+00	0.471	0.07
b_diagnoses_entity_id_6month_all_subst_severe_sum	0.038442	0.35	9.104632e+00	0.017	0.13

Model Group: 117, Validation date: 2019-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3years_days_btw_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.204700	0.000000	inf	0.205	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.667678	0.000000	inf	0.668	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.844209	0.000000	inf	0.844	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.667678	0.000000	inf	0.668	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.477945	0.000000	inf	0.478	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.477945	0.000000	inf	0.478	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.204700	0.000000	inf	0.205	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.844209	0.000000	inf	0.844	0.00
b_joco_event_entity_id_all_dsl_min	62353.539062	9.650000	6461.506836	1.000	1.00
b_all_event_entity_id_all_dsl_min	148.657181	1.000000	148.657181	1.000	1.00
b_joco_event_entity_id_1month_dsl_imp	0.833007	0.010000	83.300690	0.833	0.01
b_joco_event_entity_id_1month_dsl_min	833008.437500	10000.980469	83.292679	1.000	1.00
b_joco_event_entity_id_3month_dsl_imp	0.629504	0.010000	62.950409	0.630	0.01
b_joco_event_entity_id_3month_dsl_min	629518.312500	10000.980469	62.945663	1.000	1.00
b_joco_event_entity_id_6month_dsl_min	404026.593750	10000.980469	40.398697	1.000	1.00
b_joco_event_entity_id_6month_dsl_imp	0.403982	0.010000	40.398178	0.404	0.01
b_bkgs_entity_id_1month_d_in_jail_avg	0.270023	5.580000	20.664902	0.010	0.20
b_bkgs_entity_id_1month_total_count	0.014145	0.260000	18.380732	0.014	0.25
j_pros_chrgs_entity_id_1month_total_count	0.014937	0.270000	18.076244	0.010	0.18
d_svcs_entity_id_1month_total_count	0.019818	0.300000	15.138095	0.019	0.27
b_doco_event_entity_id_1month_total_count	0.020051	0.300000	14.961893	0.019	0.27
j_calls_entity_id_6month_legal_issue_calls_sum	0.024455	0.330000	13.494262	0.013	0.15
j_mnh_entity_id_6month_total_count	0.016276	0.210000	12.902300	0.009	0.11
j_calls_entity_id_1year_site_visit_calls_sum	0.028828	0.370000	12.834611	0.015	0.11
j_calls_entity_id_6month_legal_issue_calls_max	0.013394	0.150000	11.198750	0.013	0.15
b_joco_event_entity_id_1month_total_count	0.773159	8.360000	10.812788	0.167	0.99
j_mhcserv_entity_id_6month_outreach_total_sum	0.028301	0.290000	10.247117	0.011	0.11
j_calls_entity_id_6month_court_ref_calls_max	0.010807	0.110000	10.178770	0.011	0.11
j_mhcserv_entity_id_6month_outreach_total_max	0.011020	0.110000	9.981943	0.011	0.11
j_calls_entity_id_all_hosp_ref_calls_sum	0.086049	0.850000	9.878143	0.026	0.17
j_calls_entity_id_5year_hosp_ref_calls_sum	0.086049	0.850000	9.878143	0.026	0.17
j_calls_entity_id_1year_legal_issue_calls_sum	0.056490	0.550000	9.736295	0.026	0.23
j_calls_entity_id_3month_call_length_sum	1.240616	12.035000	9.700824	0.037	0.21
j_calls_entity_id_3month_total_count	0.085633	0.790000	9.225467	0.037	0.21

Model Group: 117, Validation date: 2019-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.683116	0.000000	inf	0.683	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.507693	0.000000	inf	0.508	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.507693	0.000000	inf	0.508	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.683116	0.000000	inf	0.683	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.212548	0.000000	inf	0.213	0.00
b_joco_event_entity_id_1month_dsl_imp	0.840210	0.000000	inf	0.840	0.00
b_joco_event_entity_id_3month_dsl_imp	0.652712	0.000000	inf	0.653	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.849201	0.000000	inf	0.849	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.849201	0.000000	inf	0.849	0.00
b_joco_event_entity_id_6month_dsl_imp	0.445953	0.000000	inf	0.446	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.212905	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.212905	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.212548	0.000000	inf	0.213	0.00
b_joco_event_entity_id_1month_dsl_min	840210.937500	1.000000	8.402110e+05	1.000	1.00
b_joco_event_entity_id_3month_dsl_min	652724.750000	1.000000	6.527248e+05	1.000	1.00
b_joco_event_entity_id_6month_dsl_min	445994.031250	1.000000	4.459940e+05	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	83072.804688	1.000000	8.307280e+04	1.000	1.00
b_joco_event_entity_id_all_dsl_min	77110.640625	1.000000	7.711064e+04	1.000	1.00
j_calls_entity_id_3month_call_length_max	0.753207	404.109985	5.365192e+02	0.036	0.28
j_calls_entity_id_3month_call_length_sum	1.226957	426.786011	3.478411e+02	0.036	0.28
j_calls_entity_id_6month_call_length_max	1.388353	404.459991	2.913236e+02	0.063	0.29
j_calls_entity_id_6month_call_length_sum	2.428804	445.621002	1.834734e+02	0.063	0.29
j_calls_entity_id_1year_call_length_max	2.522473	404.950012	1.605369e+02	0.111	0.31
b_all_event_entity_id_all_dsl_min	152.316254	1.000000	1.523163e+02	1.000	1.00
j_calls_entity_id_6month_cope_calls_sum	0.026052	2.940000	1.128521e+02	0.016	0.12
j_calls_entity_id_1year_cope_calls_sum	0.051539	5.230000	1.014775e+02	0.029	0.13
j_calls_entity_id_6month_self_ref_calls_sum	0.041407	4.180000	1.009484e+02	0.021	0.13
j_calls_entity_id_1year_call_length_sum	4.806733	475.736023	9.897284e+01	0.111	0.31
j_calls_entity_id_3month_self_ref_calls_sum	0.021313	2.090000	9.806085e+01	0.011	0.13
j_calls_entity_id_1year_self_ref_calls_sum	0.080009	7.690000	9.611404e+01	0.038	0.17
j_calls_entity_id_5year_cope_calls_sum	0.147785	12.140000	8.214614e+01	0.055	0.22
j_calls_entity_id_all_cope_calls_sum	0.149778	12.170000	8.125362e+01	0.055	0.23
j_calls_entity_id_5year_call_length_max	6.050815	415.359985	6.864530e+01	0.174	0.37
j_calls_entity_id_all_call_length_max	6.075578	416.609985	6.857125e+01	0.175	0.38
j_calls_entity_id_1month_disp_no_response_sum	0.009368	0.600000	6.404826e+01	0.006	0.15
j_calls_entity_id_5year_self_ref_calls_sum	0.291705	18.410000	6.311178e+01	0.077	0.26

Model Group: 117, Validation date: 2020-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.227074	0.000000	inf	0.227	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.228485	0.000000	inf	0.228	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.668974	0.000000	inf	0.669	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.227074	0.000000	inf	0.227	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.227074	0.000000	inf	0.227	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.668974	0.000000	inf	0.669	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.846633	0.000000	inf	0.847	0.00
b_joco_event_entity_id_3month_total_imp	0.124945	0.000000	inf	0.125	0.00
b_joco_event_entity_id_1year_total_imp	0.124945	0.000000	inf	0.125	0.00
b_joco_event_entity_id_all_total_imp	0.124945	0.000000	inf	0.125	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.227074	0.000000	inf	0.227	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.484934	0.000000	inf	0.485	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.227074	0.000000	inf	0.227	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.484934	0.000000	inf	0.485	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.227074	0.000000	inf	0.227	0.00
b_joco_event_entity_id_all_dsl_imp	0.124945	0.000000	inf	0.125	0.00
b_joco_event_entity_id_6month_total_imp	0.124945	0.000000	inf	0.125	0.00
b_joco_event_entity_id_1month_total_imp	0.124945	0.000000	inf	0.125	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.846633	0.000000	inf	0.847	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.228485	0.000000	inf	0.228	0.00
b_joco_event_entity_id_all_dsl_min	125082.789062	8.060000	1.551896e+04	1.000	1.00
b_all_event_entity_id_all_dsl_min	147.215744	1.000000	1.472157e+02	1.000	1.00
b_joco_event_entity_id_1month_dsl_imp	0.843457	0.010000	8.434566e+01	0.843	0.01
b_joco_event_entity_id_1month_dsl_min	843458.000000	10000.980469	8.433753e+01	1.000	1.00
b_joco_event_entity_id_3month_dsl_imp	0.659949	0.010000	6.599490e+01	0.660	0.01
b_joco_event_entity_id_3month_dsl_min	659962.125000	10000.980469	6.598975e+01	1.000	1.00
b_joco_event_entity_id_6month_dsl_imp	0.449524	0.010000	4.495240e+01	0.450	0.01
b_joco_event_entity_id_6month_dsl_min	449566.187500	10000.980469	4.495221e+01	1.000	1.00
j_calls_entity_id_1month_call_length_sum	0.423242	9.460000	2.235129e+01	0.014	0.19
b_diagnoses_entity_id_3month_all_subst_severe_sum	0.017032	0.370000	2.172324e+01	0.008	0.13
j_pros_chrgs_entity_id_1month_total_count	0.014519	0.280000	1.928486e+01	0.009	0.12
b_diagnoses_entity_id_6month_alcohol_severe_sum	0.015481	0.290000	1.873204e+01	0.008	0.11
b_diagnoses_entity_id_6month_all_subst_severe_sum	0.036326	0.640000	1.761827e+01	0.014	0.16
j_calls_entity_id_1month_total_count	0.028422	0.500000	1.759221e+01	0.014	0.19
b_diagnoses_entity_id_3month_bh_ed_sum	0.027347	0.480000	1.755206e+01	0.012	0.15
j_calls_entity_id_1month_call_length_max	0.287192	4.830000	1.681799e+01	0.014	0.19
j_calls_entity_id_1month_call_length_avg	0.210379	3.510889	1.668839e+01	0.014	0.19
j_mhcserv_entity_id_1month_outreach_total_max	0.007260	0.120000	1.652988e+01	0.007	0.12
b_bkgs_entity_id_1month_total_count	0.012828	0.210000	1.637036e+01	0.012	0.19
j_mhcserv_entity_id_1month_outreach_total_sum	0.013566	0.220000	1.621682e+01	0.007	0.12

Model Group: 117, Validation date: 2020-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_1month_days_btw_imp	0.853758	0.000000	inf	0.854	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.202764	0.000000	inf	0.203	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.202764	0.000000	inf	0.203	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.203085	0.000000	inf	0.203	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.727249	0.000000	inf	0.727	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.202764	0.000000	inf	0.203	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.202764	0.000000	inf	0.203	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.202764	0.000000	inf	0.203	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.853758	0.000000	inf	0.854	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.501757	0.000000	inf	0.502	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.727249	0.000000	inf	0.727	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.501757	0.000000	inf	0.502	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.202764	0.000000	inf	0.203	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.203085	0.000000	inf	0.203	0.00
b_all_event_entity_id_all_dsl_min	161.402344	1.000000	161.402344	1.000	1.00
b_joco_event_entity_id_1month_dsl_imp	0.868542	0.020000	43.427109	0.869	0.02
b_joco_event_entity_id_1month_dsl_min	868542.937500	20000.960938	43.425060	1.000	1.00
b_joco_event_entity_id_3month_dsl_imp	0.756424	0.020000	37.821220	0.756	0.02
b_joco_event_entity_id_3month_dsl_min	756431.937500	20000.960938	37.819778	1.000	1.00
b_joco_event_entity_id_6month_dsl_min	562896.687500	20000.960938	28.143482	1.000	1.00
b_joco_event_entity_id_6month_dsl_imp	0.562862	0.020000	28.143112	0.563	0.02
b_joco_event_entity_id_1year_dsl_min	220422.437500	10003.700195	22.034090	1.000	1.00
b_joco_event_entity_id_1year_dsl_imp	0.220294	0.010000	22.029427	0.220	0.01
b_bkgs_entity_id_1month_total_count	0.006946	0.150000	21.594995	0.007	0.15
b_joco_event_entity_id_all_dsl_min	206358.875000	10003.700195	20.628254	1.000	1.00
b_joco_event_entity_id_1year_total_imp	0.206215	0.010000	20.621490	0.206	0.01
b_joco_event_entity_id_1month_total_imp	0.206215	0.010000	20.621490	0.206	0.01
b_joco_event_entity_id_all_dsl_imp	0.206215	0.010000	20.621490	0.206	0.01
b_joco_event_entity_id_3month_total_imp	0.206215	0.010000	20.621490	0.206	0.01
b_joco_event_entity_id_all_total_imp	0.206215	0.010000	20.621490	0.206	0.01
b_joco_event_entity_id_6month_total_imp	0.206215	0.010000	20.621490	0.206	0.01
j_mhcserv_entity_id_1month_services_total_sum	0.186884	3.820000	20.440525	0.029	0.39
j_services_entity_id_1month_total_count	0.186884	3.820000	20.440525	0.029	0.39
j_mhcserv_entity_id_1month_services_flag_sum	0.186884	3.820000	20.440525	0.029	0.39
j_mhcserv_entity_id_all_crisis_sum	0.035149	0.690000	19.630516	0.013	0.18
j_mhcserv_entity_id_1month_outreach_total_sum	0.033179	0.620000	18.686642	0.013	0.22
j_mhcserv_entity_id_6month_40_min_therapy_sum	0.042185	0.770000	18.253119	0.010	0.11
j_mhcserv_entity_id_1month_outreach_total_max	0.012572	0.220000	17.498581	0.013	0.22
j_mhcserv_entity_id_1year_40_min_therapy_sum	0.087704	1.530000	17.445049	0.016	0.14
j_mhcserv_entity_id_6month_outreach_total_sum	0.160901	2.730000	16.966999	0.027	0.30

Model Group: 117, Validation date: 2021-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.687014	0.00	inf	0.687	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.190367	0.00	inf	0.190	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.190367	0.00	inf	0.190	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.494223	0.00	inf	0.494	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.190367	0.00	inf	0.190	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.853733	0.00	inf	0.854	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.190367	0.00	inf	0.190	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.190367	0.00	inf	0.190	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.494223	0.00	inf	0.494	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.190367	0.00	inf	0.190	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.687014	0.00	inf	0.687	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.191779	0.00	inf	0.192	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.191779	0.00	inf	0.192	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.853733	0.00	inf	0.854	0.00
b_all_event_entity_id_all_dsl_min	155.929352	1.00	155.929352	1.000	1.00
j_calls_entity_id_3month_self_ref_calls_sum	0.034171	2.37	69.356377	0.014	0.15
j_calls_entity_id_1year_self_ref_calls_sum	0.123640	8.40	67.939056	0.043	0.33
j_calls_entity_id_5year_fam_issue_calls_sum	0.023648	1.56	65.966965	0.013	0.14
j_calls_entity_id_6month_self_ref_calls_sum	0.071842	4.72	65.700180	0.026	0.25
j_calls_entity_id_all_fam_issue_calls_sum	0.026454	1.63	61.615532	0.014	0.15
j_calls_entity_id_1month_cope_calls_sum	0.009884	0.60	60.705666	0.006	0.13
j_calls_entity_id_3month_cope_calls_sum	0.028834	1.68	58.263969	0.015	0.20
j_calls_entity_id_6month_cope_calls_sum	0.058317	3.24	55.558575	0.027	0.28
j_calls_entity_id_1month_after_hr_calls_sum	0.017840	0.93	52.128609	0.008	0.14
j_calls_entity_id_1year_cope_calls_sum	0.099211	5.10	51.405827	0.043	0.34
j_calls_entity_id_1month_disp_no_response_sum	0.013463	0.60	44.568207	0.007	0.11
j_calls_entity_id_3month_disp_no_response_sum	0.039153	1.67	42.652988	0.016	0.13
j_calls_entity_id_5year_self_ref_calls_sum	0.320525	13.67	42.648781	0.078	0.48
j_calls_entity_id_5year_cope_calls_sum	0.209681	8.67	41.348469	0.070	0.43
j_calls_entity_id_3month_after_hr_calls_sum	0.052518	2.15	40.938343	0.019	0.15
j_calls_entity_id_6month_disp_no_response_sum	0.076575	3.08	40.222160	0.028	0.17
j_calls_entity_id_all_cope_calls_sum	0.232459	9.23	39.705887	0.073	0.43
j_calls_entity_id_6month_after_hr_calls_sum	0.105027	4.05	38.561466	0.032	0.20
j_calls_entity_id_all_self_ref_calls_sum	0.380351	14.49	38.096340	0.084	0.48
j_calls_entity_id_1month_total_count	0.033683	1.23	36.517025	0.015	0.21
j_calls_entity_id_1year_disp_no_response_sum	0.149890	5.43	36.226486	0.053	0.31
j_calls_entity_id_1year_after_hr_calls_sum	0.201334	7.11	35.314484	0.060	0.34
j_calls_entity_id_1year_disp_jcmhc_sum	0.041515	1.38	33.240730	0.020	0.17
j_calls_entity_id_6month_disp_jcmhc_sum	0.023329	0.76	32.578163	0.012	0.13
j_calls_entity_id_3month_total_count	0.100853	3.01	29.845301	0.036	0.30

Model Group: 117, Validation date: 2021-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.556207	0.000000	inf	0.556	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.291375	0.000000	inf	0.291	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.291375	0.000000	inf	0.291	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.137271	0.000000	inf	0.137	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.136462	0.000000	inf	0.136	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	116.141136	0.000000	inf	0.600	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.136462	0.000000	inf	0.136	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.556207	0.000000	inf	0.556	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.136462	0.000000	inf	0.136	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.136462	0.000000	inf	0.136	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.136462	0.000000	inf	0.136	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.883780	0.000000	inf	0.884	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.883780	0.000000	inf	0.884	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.137271	0.000000	inf	0.137	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.136462	0.000000	inf	0.136	0.00
b_all_event_entity_id_all_dsl_min	119.688354	1.000000	119.688354	1.000	1.00
j_calls_entity_id_3month_disp_jcmhc_sum	0.010777	0.580000	53.819908	0.004	0.11
j_calls_entity_id_1month_cope_calls_sum	0.012326	0.590000	47.866486	0.006	0.18
j_calls_entity_id_1month_total_count	0.018114	0.810000	44.717316	0.008	0.23
b_joco_event_entity_id_1month_dsl_imp	0.892871	0.020000	44.643570	0.893	0.02
b_joco_event_entity_id_1month_dsl_min	892872.187500	20001.029297	44.641312	1.000	1.00
j_calls_entity_id_1month_after_hr_calls_sum	0.007819	0.330000	42.202583	0.004	0.12
j_calls_entity_id_6month_disp_jcmhc_sum	0.021105	0.890000	42.169811	0.006	0.14
j_adms_entity_id_1month_total_count	0.003498	0.140000	40.022449	0.003	0.11
j_calls_entity_id_1month_call_length_sum	0.236975	8.345000	35.214699	0.008	0.23
j_calls_entity_id_1year_disp_jcmhc_sum	0.034123	1.140000	33.408638	0.011	0.20
j_pros_chrgs_entity_id_1month_total_count	0.007527	0.250000	33.213268	0.004	0.11
b_joco_event_entity_id_3month_dsl_imp	0.646859	0.020000	32.342953	0.647	0.02
b_joco_event_entity_id_3month_dsl_min	646875.562500	20001.029297	32.342113	1.000	1.00
j_calls_entity_id_3month_disp_jcmhc_max	0.003561	0.110000	30.886976	0.004	0.11
j_calls_entity_id_1month_after_hr_calls_max	0.003946	0.120000	30.408590	0.004	0.12
j_calls_entity_id_1month_cope_calls_max	0.005978	0.180000	30.111200	0.006	0.18
b_bkgs_entity_id_1month_total_count	0.005656	0.170000	30.055004	0.006	0.17
j_mhcserv_entity_id_1month_outreach_total_sum	0.020033	0.600000	29.950098	0.009	0.25
j_mhcserv_entity_id_1month_outreach_total_max	0.008555	0.250000	29.222382	0.009	0.25
b_diagnoses_entity_id_5years_psychosis_nonsubstance_sum	0.052958	1.510000	28.513302	0.007	0.11
b_diagnoses_entity_id_all_psychosis_nonsubstance_sum	0.065527	1.850000	28.232512	0.008	0.11
b_diagnoses_entity_id_3month_bh_ed_sum	0.013646	0.380000	27.846497	0.006	0.14
j_mhcserv_entity_id_all_crisis_sum	0.020082	0.540000	26.889694	0.008	0.13
j_calls_entity_id_all_crisis_calls_sum	0.024593	0.650000	26.429811	0.009	0.11

Model Group: 117, Validation date: 2022-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_all_days_btwn_min	137.562210	0.000000	inf	0.608	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.768197	0.000000	inf	0.768	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	155.388123	0.000000	inf	0.626	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.649445	0.000000	inf	0.649	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.649445	0.000000	inf	0.649	0.00
b_all_event_gaps_entity_id_1year_days_btwn_min	181.676224	0.000000	inf	0.687	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.889828	0.000000	inf	0.890	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.163257	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.889828	0.000000	inf	0.890	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.768197	0.000000	inf	0.768	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.163257	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.162939	0.000000	inf	0.163	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	166.717209	0.000000	inf	0.641	0.00
b_all_event_gaps_entity_id_6month_days_btwn_min	275.940277	0.120000	2299.502197	0.806	0.09
b_all_event_gaps_entity_id_3month_days_btwn_min	273.492340	0.440000	621.573486	0.885	0.22
b_all_event_entity_id_all_dsl_min	182.386230	1.000000	182.386230	1.000	1.00
b_all_event_gaps_entity_id_1month_days_btwn_min	223.927780	2.780000	80.549561	0.952	0.46
b_bkgs_entity_id_1month_total_count	0.006030	0.240000	39.800762	0.006	0.23
b_joco_event_entity_id_1month_dsl_imp	0.899510	0.030000	29.983660	0.900	0.03
b_joco_event_entity_id_1month_dsl_min	899510.500000	30000.939453	29.982744	1.000	1.00
j_mnh_entity_id_1year_total_count	0.008360	0.250000	29.904945	0.005	0.13
b_joco_event_entity_id_3month_dsl_imp	0.798803	0.030000	26.626760	0.799	0.03
b_joco_event_entity_id_3month_dsl_min	798809.750000	30000.939453	26.626160	1.000	1.00
j_calls_entity_id_6month_legal_issue_calls_sum	0.009929	0.260000	26.185333	0.007	0.14
j_calls_entity_id_1year_legal_issue_calls_sum	0.014836	0.370000	24.938728	0.010	0.20
b_ambulance_entity_id_all_drug_use_sum	0.008576	0.200000	23.319691	0.007	0.12
b_joco_event_entity_id_6month_dsl_min	689413.187500	30000.939453	22.979719	1.000	1.00
b_joco_event_entity_id_6month_dsl_imp	0.689391	0.030000	22.979712	0.689	0.03
b_bkgs_entity_id_6month_total_count	0.033134	0.750000	22.635189	0.029	0.60
b_joco_event_entity_id_1month_total_count	0.354888	8.030000	22.626862	0.100	0.97
b_bkgs_entity_id_3month_total_count	0.018011	0.390000	21.653997	0.017	0.35
j_calls_entity_id_1year_aggression_calls_sum	0.012347	0.260000	21.057020	0.007	0.12
j_calls_entity_id_5year_disp_no_contact_sum	0.007604	0.160000	21.041952	0.006	0.11
j_calls_entity_id_1year_disp_no_contact_sum	0.007604	0.160000	21.041952	0.006	0.11
j_calls_entity_id_all_disp_no_contact_sum	0.007604	0.160000	21.041952	0.006	0.11

Model Group: 117, Validation date: 2022-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.564986	0.000000	inf	0.565	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	223.625168	0.000000	inf	0.470	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	194.338333	0.000000	inf	0.453	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.729933	0.000000	inf	0.730	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.564986	0.000000	inf	0.565	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.218926	0.000000	inf	0.219	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.729933	0.000000	inf	0.730	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.874794	0.000000	inf	0.875	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.220266	0.000000	inf	0.220	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.220266	0.000000	inf	0.220	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.874794	0.000000	inf	0.875	0.00
b_all_event_entity_id_all_dsl_min	165.210190	1.000000	165.210190	1.000	1.00
b_joco_event_entity_id_1month_dsl_imp	0.889867	0.010000	88.986725	0.890	0.01
b_joco_event_entity_id_1month_dsl_min	889867.687500	10001.030273	88.977600	1.000	1.00
b_joco_event_entity_id_3month_dsl_imp	0.771525	0.010000	77.152458	0.772	0.01
b_joco_event_entity_id_3month_dsl_min	771532.250000	10001.030273	77.145279	1.000	1.00
b_joco_event_entity_id_6month_dsl_imp	0.620094	0.010000	62.009441	0.620	0.01
b_joco_event_entity_id_6month_dsl_min	620123.312500	10001.030273	62.005947	1.000	1.00
j_pros_chrgs_entity_id_1month_total_count	0.008961	0.410000	45.751331	0.005	0.15
j_calls_entity_id_5year_self_ref_calls_sum	0.252732	10.370000	41.031567	0.057	0.32
j_calls_entity_id_5year_disp_no_response_sum	0.177622	6.900000	38.846592	0.038	0.27
j_calls_entity_id_all_self_ref_calls_sum	0.337706	10.890000	32.246964	0.065	0.36
j_calls_entity_id_5year_fam_issue_calls_sum	0.058384	1.880000	32.200790	0.027	0.19
b_joco_event_entity_id_1year_dsl_min	302417.625000	10001.030273	30.238647	1.000	1.00
b_joco_event_entity_id_1year_dsl_imp	0.302305	0.010000	30.230474	0.302	0.01
j_calls_entity_id_all_fam_issue_calls_sum	0.063744	1.890000	29.650053	0.029	0.19
j_calls_entity_id_all_disp_no_response_sum	0.243712	7.190000	29.502045	0.044	0.29
b_bkgs_entity_id_1month_total_count	0.009118	0.260000	28.513891	0.009	0.21
j_calls_entity_id_6month_court_ref_calls_sum	0.009131	0.260000	28.473070	0.007	0.12
b_joco_event_entity_id_all_dsl_min	281739.031250	10001.030273	28.171000	1.000	1.00
b_joco_event_entity_id_all_dsl_imp	0.281597	0.010000	28.159725	0.282	0.01
b_joco_event_entity_id_1year_total_imp	0.281597	0.010000	28.159725	0.282	0.01
b_joco_event_entity_id_1month_total_imp	0.281597	0.010000	28.159725	0.282	0.01
b_joco_event_entity_id_6month_total_imp	0.281597	0.010000	28.159725	0.282	0.01
b_joco_event_entity_id_all_total_imp	0.281597	0.010000	28.159725	0.282	0.01

Model Group: 117, Validation date: 2023-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.501662	0.000000	inf	0.502	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.501662	0.000000	inf	0.502	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.695323	0.000000	inf	0.695	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.204784	0.000000	inf	0.205	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.204784	0.000000	inf	0.205	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.695323	0.000000	inf	0.695	0.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.866079	0.000000	inf	0.866	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.866079	0.000000	inf	0.866	0.00
b_all_event_entity_id_all_dsl_min	156.867310	1.000000	156.867310	1.000	1.00
j_calls_entity_id_6month_crisis_calls_sum	0.054552	5.590000	102.471161	0.015	0.15
j_calls_entity_id_3month_crisis_calls_sum	0.027502	2.800000	101.812592	0.008	0.15
j_calls_entity_id_6month_self_ref_calls_sum	0.054996	5.550000	100.916901	0.018	0.12
j_calls_entity_id_1month_crisis_calls_sum	0.008665	0.810000	93.477806	0.003	0.12
j_calls_entity_id_3month_disp_no_action_sum	0.023391	2.010000	85.931091	0.011	0.14
j_calls_entity_id_6month_disp_no_action_sum	0.048884	4.110000	84.076080	0.021	0.15
j_calls_entity_id_1month_disp_no_action_sum	0.008003	0.580000	72.472054	0.004	0.12
j_calls_entity_id_1year_crisis_calls_sum	0.095768	6.900000	72.049248	0.026	0.15
j_calls_entity_id_1year_self_ref_calls_sum	0.097463	6.950000	71.309097	0.032	0.15
j_calls_entity_id_6month_after_hr_calls_sum	0.081610	5.570000	68.251747	0.025	0.18
j_calls_entity_id_1month_after_hr_calls_sum	0.012332	0.840000	68.115326	0.005	0.16
j_calls_entity_id_3month_after_hr_calls_sum	0.040117	2.640000	65.807053	0.014	0.18
j_calls_entity_id_5year_self_ref_calls_sum	0.299963	17.740000	59.140644	0.063	0.22
j_calls_entity_id_6month_legal_issue_calls_sum	0.018676	1.060000	56.756451	0.011	0.11
j_pros_chrgs_entity_id_1month_total_count	0.010593	0.600000	56.640251	0.006	0.24
j_calls_entity_id_1year_disp_no_action_sum	0.093120	5.180000	55.627426	0.040	0.15
j_calls_entity_id_all_crisis_calls_sum	0.157821	8.380000	53.098186	0.035	0.16
j_calls_entity_id_5year_crisis_calls_sum	0.157821	8.380000	53.098186	0.035	0.16
j_calls_entity_id_6month_disp_jcmhc_sum	0.026134	1.330000	50.892124	0.007	0.12
j_calls_entity_id_3month_disp_jcmhc_sum	0.012528	0.600000	47.890945	0.004	0.11
j_calls_entity_id_1year_after_hr_calls_sum	0.154074	7.260000	47.120235	0.044	0.19
b_bkgs_entity_id_1month_d_in_jail_avg	0.155249	7.145000	46.022861	0.006	0.29
j_calls_entity_id_all_self_ref_calls_sum	0.406557	18.049999	44.397251	0.073	0.24
b_bkgs_entity_id_1month_total_count	0.008687	0.380000	43.743599	0.008	0.36
j_calls_entity_id_all_disp_no_action_sum	0.136016	5.930000	43.597790	0.051	0.17

Model Group: 117, Validation date: 2023-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_joco_event_entity_id_3month_total_imp	0.284109	0.000000	inf	0.284	0.00
b_joco_event_entity_id_1year_total_imp	0.284109	0.000000	inf	0.284	0.00
b_joco_event_entity_id_all_dsl_imp	0.284109	0.000000	inf	0.284	0.00
b_joco_event_entity_id_all_total_imp	0.284109	0.000000	inf	0.284	0.00
b_joco_event_entity_id_1year_dsl_imp	0.309882	0.000000	inf	0.310	0.00
b_joco_event_entity_id_6month_total_imp	0.284109	0.000000	inf	0.284	0.00
b_joco_event_entity_id_1month_total_imp	0.284109	0.000000	inf	0.284	0.00
b_joco_event_entity_id_1year_dsl_min	309992.312500	4.040000	7.673077e+04	1.000	1.00
b_joco_event_entity_id_all_dsl_min	284257.718750	4.040000	7.036082e+04	1.000	1.00
b_all_event_entity_id_all_dsl_min	165.230042	1.000000	1.652300e+02	1.000	1.00
b_all_event_gaps_entity_id_5years_days_btwn_min	196.483917	1.963353	1.000757e+02	0.390	0.01
b_all_event_gaps_entity_id_all_days_btwn_min	163.087112	1.629637	1.000757e+02	0.372	0.01
b_joco_event_entity_id_1month_dsl_imp	0.882251	0.010000	8.822509e+01	0.882	0.01
b_joco_event_entity_id_1month_dsl_min	882251.375000	10000.980469	8.821649e+01	1.000	1.00
b_all_event_gaps_entity_id_1month_days_btw_imp	0.867885	0.010000	8.678849e+01	0.868	0.01
b_all_event_gaps_entity_id_1month_days_btwn_imp	0.867885	0.010000	8.678849e+01	0.868	0.01
b_joco_event_entity_id_3month_dsl_imp	0.764364	0.010000	7.643641e+01	0.764	0.01
b_joco_event_entity_id_3month_dsl_min	764371.875000	10000.980469	7.642970e+01	1.000	1.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.721641	0.010000	7.216407e+01	0.722	0.01
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.721641	0.010000	7.216407e+01	0.722	0.01
b_joco_event_entity_id_6month_dsl_imp	0.607194	0.010000	6.071945e+01	0.607	0.01
b_joco_event_entity_id_6month_dsl_min	607223.625000	10000.980469	6.071641e+01	1.000	1.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.539011	0.010000	5.390114e+01	0.539	0.01
b_all_event_gaps_entity_id_6month_days_btw_imp	0.539011	0.010000	5.390114e+01	0.539	0.01
d_dx_entity_id_1year_total_count	0.294904	0.010000	2.949042e+01	0.185	0.01
d_svcs_entity_id_1year_servicetype_Emergency_sum	0.251669	0.010000	2.516686e+01	0.166	0.01
j_case_chrgs_entity_id_1month_total_count	0.017891	0.420000	2.347602e+01	0.012	0.17
j_case_chrgs_entity_id_6month_total_drug_sum	0.011163	0.240000	2.150055e+01	0.008	0.15
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.201086	0.010000	2.010857e+01	0.201	0.01
b_all_event_gaps_entity_id_1year_days_btw_imp	0.201086	0.010000	2.010857e+01	0.201	0.01
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.199450	0.010000	1.994495e+01	0.199	0.01
b_all_event_gaps_entity_id_all_days_btwn_imp	0.199450	0.010000	1.994495e+01	0.199	0.01
b_all_event_gaps_entity_id_3years_days_btw_imp	0.199450	0.010000	1.994495e+01	0.199	0.01
b_all_event_gaps_entity_id_all_days_btw_imp	0.199450	0.010000	1.994495e+01	0.199	0.01
b_all_event_gaps_entity_id_5years_days_btw_imp	0.199450	0.010000	1.994495e+01	0.199	0.01
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.199450	0.010000	1.994495e+01	0.199	0.01
b_all_event_gaps_entity_id_1year_days_btwn_min	252.709167	14.415271	1.753066e+01	0.455	0.03
d_svcs_entity_id_1year_servicetype_Emergency_max	0.166260	0.010000	1.662602e+01	0.166	0.01
j_calls_entity_id_5year_call_length_max	6.445354	104.120003	1.615427e+01	0.156	0.46
j_calls_entity_id_6month_court_ref_calls_sum	0.010574	0.170000	1.607748e+01	0.008	0.12

Model Group: 125, Validation date: 2017-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
j_calls_entity_id_5year_dsl_imp	0.855092	0.00	inf	0.855	0.00
j_calls_entity_id_5year_call_length_imp	0.855123	0.00	inf	0.855	0.00
j_calls_entity_id_all_call_length_imp	0.855123	0.00	inf	0.855	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.216742	0.00	inf	0.217	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.216742	0.00	inf	0.217	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.218206	0.00	inf	0.218	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.218206	0.00	inf	0.218	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.216742	0.00	inf	0.217	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.216742	0.00	inf	0.217	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.216742	0.00	inf	0.217	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.216742	0.00	inf	0.217	0.00
j_calls_entity_id_all_dsl_imp	0.855092	0.00	inf	0.855	0.00
j_calls_entity_id_all_call_length_min	855123.687500	2.16	3.958906e+05	1.000	0.99
j_calls_entity_id_5year_call_length_min	855123.687500	2.16	3.958906e+05	1.000	0.99
b_all_event_gaps_entity_id_1year_days_btwn_min	265.813110	0.01	2.658131e+04	0.469	0.01
b_all_event_gaps_entity_id_3years_days_btwn_min	236.924469	0.01	2.369245e+04	0.403	0.01
b_all_event_gaps_entity_id_all_days_btwn_min	230.992966	0.01	2.309930e+04	0.397	0.01
b_all_event_gaps_entity_id_5years_days_btwn_min	230.992966	0.01	2.309930e+04	0.397	0.01
j_calls_entity_id_all_dsl_min	855136.250000	60.59	1.411349e+04	1.000	1.00
j_calls_entity_id_5year_dsl_min	855136.250000	60.59	1.411349e+04	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	59069.691406	19.09	3.094274e+03	1.000	1.00
b_joco_event_entity_id_all_dsl_min	54554.820312	19.09	2.857770e+03	1.000	1.00
j_calls_entity_id_1month_mhc_ref_calls_sum	0.001315	0.26	1.977279e+02	0.001	0.13
j_calls_entity_id_3month_disp_no_response_sum	0.026426	3.95	1.494739e+02	0.015	0.59
j_calls_entity_id_1month_disp_no_response_sum	0.009671	1.42	1.468283e+02	0.006	0.35
j_calls_entity_id_6month_disp_no_response_sum	0.047656	6.94	1.456273e+02	0.023	0.83
j_calls_entity_id_1year_disp_no_response_sum	0.081038	11.62	1.433889e+02	0.036	0.93
j_calls_entity_id_1month_mhc_ref_calls_max	0.000923	0.13	1.409095e+02	0.001	0.13
j_calls_entity_id_6month_disp_screening_sum	0.003118	0.42	1.347157e+02	0.002	0.22
j_calls_entity_id_6month_after_hr_calls_sum	0.066139	8.89	1.344133e+02	0.028	0.87
j_calls_entity_id_1year_after_hr_calls_sum	0.110646	14.86	1.343026e+02	0.043	0.94
b_ambulance_subst_entity_id_1month_total_count	0.001135	0.15	1.321977e+02	0.001	0.12
j_calls_entity_id_6month_screening_calls_sum	0.002768	0.36	1.300704e+02	0.002	0.24
j_calls_entity_id_1month_after_hr_calls_sum	0.013669	1.73	1.265638e+02	0.007	0.39
j_calls_entity_id_3month_after_hr_calls_sum	0.039162	4.91	1.253772e+02	0.018	0.66
j_calls_entity_id_3month_screening_calls_sum	0.001357	0.17	1.252435e+02	0.001	0.14
j_calls_entity_id_6month_hosp_ref_calls_sum	0.013552	1.67	1.232259e+02	0.006	0.24
j_calls_entity_id_3month_disp_screening_sum	0.001474	0.18	1.221164e+02	0.001	0.11
j_calls_entity_id_5year_disp_no_response_sum	0.163954	20.02	1.221076e+02	0.053	0.95
j_calls_entity_id_all_disp_no_response_sum	0.163954	20.02	1.221076e+02	0.053	0.95

Model Group: 125, Validation date: 2018-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_1year_days_btw_imp	0.210584	0.000000	inf	0.211	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.210168	0.000000	inf	0.210	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.210168	0.000000	inf	0.210	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.210584	0.000000	inf	0.211	0.00
j_calls_entity_id_5year_call_length_imp	0.845685	0.000000	inf	0.846	0.00
j_calls_entity_id_5year_dsl_imp	0.845675	0.000000	inf	0.846	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.210168	0.000000	inf	0.210	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.210168	0.000000	inf	0.210	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.210168	0.000000	inf	0.210	0.00
j_calls_entity_id_all_dsl_imp	0.845675	0.000000	inf	0.846	0.00
j_calls_entity_id_1year_dsl_imp	0.895289	0.000000	inf	0.895	0.00
j_calls_entity_id_all_call_length_imp	0.845685	0.000000	inf	0.846	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.210168	0.000000	inf	0.210	0.00
j_calls_entity_id_1year_call_length_imp	0.895289	0.000000	inf	0.895	0.00
j_calls_entity_id_all_call_length_min	845685.687500	1.690000	5.004058e+05	1.000	0.99
j_calls_entity_id_5year_call_length_min	845685.687500	1.690000	5.004058e+05	1.000	0.99
j_calls_entity_id_1year_call_length_min	895289.250000	2.065000	4.335541e+05	1.000	1.00
b_all_event_gaps_entity_id_3years_days_btwn_min	249.584381	0.010000	2.495844e+04	0.407	0.01
b_all_event_gaps_entity_id_5years_days_btwn_min	236.354401	0.010000	2.363544e+04	0.395	0.01
b_all_event_gaps_entity_id_all_days_btwn_min	236.354401	0.010000	2.363544e+04	0.395	0.01
b_all_event_gaps_entity_id_1year_days_btwn_min	279.114532	0.020000	1.395573e+04	0.474	0.02
j_calls_entity_id_1year_dsl_min	895305.750000	76.370003	1.172326e+04	1.000	1.00
j_calls_entity_id_5year_dsl_min	845727.562500	76.370003	1.107408e+04	1.000	1.00
j_calls_entity_id_all_dsl_min	845727.562500	76.370003	1.107408e+04	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	61271.015625	39.759998	1.541022e+03	1.000	1.00
b_joco_event_entity_id_all_dsl_min	57178.621094	39.759998	1.438094e+03	1.000	1.00
j_calls_entity_id_6month_cope_calls_sum	0.018909	4.710000	2.490828e+02	0.012	0.55
j_calls_entity_id_3month_cope_calls_sum	0.008671	1.860000	2.145131e+02	0.006	0.29
j_calls_entity_id_1year_cope_calls_sum	0.040762	8.430000	2.068085e+02	0.024	0.75
j_calls_entity_id_6month_self_ref_calls_sum	0.036998	7.380000	1.994727e+02	0.020	0.55
j_calls_entity_id_1month_cope_calls_sum	0.002986	0.580000	1.942234e+02	0.002	0.12
j_calls_entity_id_5year_cope_calls_sum	0.097757	18.780001	1.921088e+02	0.041	0.76
j_calls_entity_id_all_cope_calls_sum	0.097757	18.780001	1.921088e+02	0.041	0.76
j_calls_entity_id_6month_disp_no_response_sum	0.049646	8.530000	1.718149e+02	0.026	0.83
j_calls_entity_id_1year_disp_screening_sum	0.006090	1.040000	1.707767e+02	0.004	0.43
j_calls_entity_id_1year_self_ref_calls_sum	0.080831	13.560000	1.677565e+02	0.040	0.73
j_calls_entity_id_5year_disp_no_response_sum	0.197669	33.099998	1.674520e+02	0.064	0.99
j_calls_entity_id_all_disp_no_response_sum	0.197669	33.099998	1.674520e+02	0.064	0.99
j_calls_entity_id_1year_disp_no_response_sum	0.096947	15.920000	1.642142e+02	0.044	0.99
j_calls_entity_id_1year_screening_calls_sum	0.005738	0.930000	1.620810e+02	0.005	0.49

Model Group: 125, Validation date: 2018-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.206986	0.000000	inf	0.207	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.211659	0.000000	inf	0.212	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.211659	0.000000	inf	0.212	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.206986	0.000000	inf	0.207	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.206986	0.000000	inf	0.207	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.206986	0.000000	inf	0.207	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.206986	0.000000	inf	0.207	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.206986	0.000000	inf	0.207	0.00
b_all_event_gaps_entity_id_1year_days_btwn_min	274.914459	0.010000	2.749145e+04	0.471	0.01
b_all_event_gaps_entity_id_3years_days_btwn_min	245.559479	0.010000	2.455595e+04	0.398	0.01
b_all_event_gaps_entity_id_5years_days_btwn_min	226.423294	0.010000	2.264233e+04	0.383	0.01
b_all_event_gaps_entity_id_all_days_btwn_min	226.423294	0.010000	2.264233e+04	0.383	0.01
b_joco_event_entity_id_1year_dsl_min	70012.820312	16.250000	4.308481e+03	1.000	1.00
b_joco_event_entity_id_all_dsl_min	60973.644531	16.250000	3.752224e+03	1.000	1.00
j_calls_entity_id_1month_mhc_ref_calls_sum	0.000540	0.190000	3.518690e+02	0.000	0.11
j_calls_entity_id_1month_mhc_ref_calls_max	0.000436	0.110000	2.522169e+02	0.000	0.11
j_calls_entity_id_1month_cope_calls_sum	0.003728	0.740000	1.985035e+02	0.003	0.23
j_calls_entity_id_5year_cope_calls_sum	0.110497	19.580000	1.771989e+02	0.045	0.64
j_calls_entity_id_all_cope_calls_sum	0.110497	19.580000	1.771989e+02	0.045	0.64
j_calls_entity_id_1year_cope_calls_sum	0.040394	6.990000	1.730447e+02	0.024	0.50
j_calls_entity_id_1year_self_ref_calls_sum	0.072377	11.710000	1.617912e+02	0.037	0.56
j_calls_entity_id_1month_self_ref_calls_sum	0.005877	0.950000	1.616359e+02	0.004	0.23
j_calls_entity_id_3month_cope_calls_sum	0.010914	1.760000	1.612652e+02	0.007	0.34
j_calls_entity_id_3month_self_ref_calls_sum	0.017539	2.810000	1.602166e+02	0.010	0.37
j_mhcserv_entity_id_6month_crisis_sum	0.003520	0.560000	1.590813e+02	0.002	0.26
j_calls_entity_id_1month_self_harm_calls_sum	0.001724	0.270000	1.566342e+02	0.001	0.13
j_calls_entity_id_6month_cope_calls_sum	0.021059	3.210000	1.524291e+02	0.014	0.39
j_calls_entity_id_6month_self_ref_calls_sum	0.035451	5.380000	1.517573e+02	0.020	0.48
j_calls_entity_id_1month_disp_jcmhc_sum	0.002544	0.380000	1.493648e+02	0.002	0.20
j_calls_entity_id_3month_mhc_ref_calls_sum	0.001952	0.290000	1.485494e+02	0.001	0.17
j_calls_entity_id_6month_mhc_ref_calls_sum	0.003364	0.490000	1.456404e+02	0.003	0.23
b_all_event_h_vh_entity_id_1month_total_count	0.004050	0.570000	1.407476e+02	0.003	0.31
j_calls_entity_id_all_self_ref_calls_sum	0.249322	33.950001	1.361691e+02	0.074	0.75
j_calls_entity_id_5year_self_ref_calls_sum	0.249322	33.950001	1.361691e+02	0.074	0.75
b_ambulance_entity_id_1year_suicidal_sum	0.002118	0.280000	1.321778e+02	0.002	0.15
b_all_event_h_vh_entity_id_3month_total_count	0.012201	1.590000	1.303137e+02	0.010	0.48
j_calls_entity_id_3month_disp_jcmhc_sum	0.008131	1.040000	1.279094e+02	0.006	0.34
j_calls_entity_id_all_disp_no_response_sum	0.240662	29.740000	1.235758e+02	0.073	0.88
j_calls_entity_id_5year_disp_no_response_sum	0.240662	29.740000	1.235758e+02	0.073	0.88
j_calls_entity_id_3month_self_harm_calls_sum	0.005483	0.670000	1.222001e+02	0.004	0.24

Model Group: 125, Validation date: 2019-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_1year_days_btwn_min	276.797729	0.000000	inf	0.467	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.204700	0.000000	inf	0.205	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	223.340393	0.000000	inf	0.381	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.477945	0.000000	inf	0.478	0.00
j_calls_entity_id_1year_call_length_imp	0.886574	0.000000	inf	0.887	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.204264	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.477945	0.000000	inf	0.478	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.204264	0.000000	inf	0.204	0.00
j_calls_entity_id_1year_dsl_imp	0.886564	0.000000	inf	0.887	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.204264	0.000000	inf	0.204	0.00
j_calls_entity_id_all_dsl_imp	0.826137	0.000000	inf	0.826	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.204264	0.000000	inf	0.204	0.00
b_joco_event_entity_id_6month_dsl_imp	0.403992	0.000000	inf	0.404	0.00
j_calls_entity_id_all_call_length_imp	0.826147	0.000000	inf	0.826	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	223.340393	0.000000	inf	0.381	0.00
j_calls_entity_id_5year_dsl_imp	0.826137	0.000000	inf	0.826	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.204700	0.000000	inf	0.205	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	248.786758	0.000000	inf	0.402	0.00
j_calls_entity_id_6month_call_length_imp	0.935951	0.000000	inf	0.936	0.00
j_calls_entity_id_6month_dsl_imp	0.935941	0.000000	inf	0.936	0.00
j_calls_entity_id_5year_call_length_imp	0.826147	0.000000	inf	0.826	0.00
j_calls_entity_id_5year_call_length_min	826147.937500	1.660000	4.976795e+05	1.000	1.00
j_calls_entity_id_all_call_length_min	826147.937500	1.660000	4.976795e+05	1.000	1.00
j_calls_entity_id_1year_call_length_min	886574.437500	2.595000	3.416472e+05	1.000	1.00
j_calls_entity_id_6month_call_length_min	935950.375000	3.600000	2.599862e+05	1.000	1.00
b_all_event_gaps_entity_id_6month_days_btwn_min	253.380356	0.010000	2.533804e+04	0.668	0.01
b_joco_event_entity_id_6month_dsl_min	404036.750000	18.160000	2.224872e+04	1.000	1.00
j_calls_entity_id_6month_dsl_min	935945.062500	46.000000	2.034663e+04	1.000	1.00
j_calls_entity_id_1year_dsl_min	886582.062500	46.000000	1.927352e+04	1.000	1.00
j_calls_entity_id_5year_dsl_min	826204.375000	46.000000	1.796096e+04	1.000	1.00
j_calls_entity_id_all_dsl_min	826204.375000	46.000000	1.796096e+04	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	67230.187500	18.160000	3.702103e+03	1.000	1.00
b_joco_event_entity_id_all_dsl_min	62353.523438	18.160000	3.433564e+03	1.000	1.00
j_calls_entity_id_all_cope_calls_sum	0.109600	37.389999	3.411487e+02	0.052	0.92
j_calls_entity_id_5year_cope_calls_sum	0.109600	37.389999	3.411487e+02	0.052	0.92
j_calls_entity_id_6month_self_ref_calls_sum	0.033506	9.530000	2.844252e+02	0.020	0.69
j_calls_entity_id_5year_self_ref_calls_sum	0.233965	66.160004	2.827776e+02	0.077	0.91
j_calls_entity_id_all_self_ref_calls_sum	0.233965	66.160004	2.827776e+02	0.077	0.91

Model Group: 125, Validation date: 2019-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_h_vh_entity_id_6month_total_imp	0.931619	0.000000	inf	0.932	0.00
b_all_event_h_vh_entity_id_all_dsl_imp	0.931619	0.000000	inf	0.932	0.00
j_services_entity_id_all_total_imp	0.872854	0.000000	inf	0.873	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.212905	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	222.934387	0.000000	inf	0.390	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	254.103149	0.000000	inf	0.414	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	227.940170	0.000000	inf	0.393	0.00
j_services_entity_id_1year_total_imp	0.872854	0.000000	inf	0.873	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.212548	0.000000	inf	0.213	0.00
j_services_entity_id_6month_total_imp	0.872854	0.000000	inf	0.873	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.212905	0.000000	inf	0.213	0.00
b_all_event_h_vh_entity_id_1month_total_imp	0.931619	0.000000	inf	0.932	0.00
b_all_event_h_vh_entity_id_1year_total_imp	0.931619	0.000000	inf	0.932	0.00
j_services_entity_id_all_dsl_imp	0.872854	0.000000	inf	0.873	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.212548	0.000000	inf	0.213	0.00
b_all_event_h_vh_entity_id_3month_total_imp	0.931619	0.000000	inf	0.932	0.00
b_all_event_h_vh_entity_id_all_total_imp	0.931619	0.000000	inf	0.932	0.00
j_services_entity_id_3month_total_imp	0.872854	0.000000	inf	0.873	0.00
j_services_entity_id_1month_total_imp	0.872854	0.000000	inf	0.873	0.00
j_services_entity_id_all_dsl_min	872899.625000	171.080002	5102.289062	1.000	1.00
b_all_event_h_vh_entity_id_all_dsl_min	931657.125000	221.100006	4213.736328	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	83072.757812	41.560001	1998.863159	1.000	1.00
b_joco_event_entity_id_all_dsl_min	77110.601562	41.560001	1855.404297	1.000	1.00
j_calls_entity_id_5year_cope_calls_sum	0.132945	27.110001	203.918304	0.054	0.91
j_calls_entity_id_all_cope_calls_sum	0.134789	27.290001	202.464233	0.055	0.91
j_calls_entity_id_5year_self_ref_calls_sum	0.264325	46.029999	174.141998	0.077	0.93
j_calls_entity_id_all_self_ref_calls_sum	0.269182	46.669998	173.377136	0.077	0.93
j_calls_entity_id_6month_disp_screening_sum	0.001884	0.310000	164.587158	0.001	0.17
j_calls_entity_id_all_disp_no_response_sum	0.289058	45.220001	156.439270	0.084	0.99
j_calls_entity_id_5year_disp_no_response_sum	0.285638	44.680000	156.421860	0.083	0.98
j_calls_entity_id_3month_self_ref_calls_sum	0.020391	3.020000	148.101852	0.011	0.32
b_ambulance_entity_id_5years_suicidal_sum	0.005085	0.750000	147.479523	0.005	0.46
b_ambulance_entity_id_all_suicidal_sum	0.005294	0.780000	147.346970	0.005	0.48
j_calls_entity_id_1year_self_ref_calls_sum	0.076619	11.110000	145.003540	0.037	0.65
j_calls_entity_id_all_after_hr_calls_sum	0.411594	59.040001	143.442184	0.097	0.99
j_calls_entity_id_5year_after_hr_calls_sum	0.406687	58.240002	143.205811	0.097	0.99

Model Group: 125, Validation date: 2020-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_all_days_btw_imp	0.227074	0.000000	inf	0.227	0.00
j_calls_entity_id_1year_call_length_imp	0.893190	0.000000	inf	0.893	0.00
j_calls_entity_id_5year_call_length_imp	0.834721	0.000000	inf	0.835	0.00
j_calls_entity_id_3month_call_length_imp	0.965403	0.000000	inf	0.965	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.227074	0.000000	inf	0.227	0.00
j_calls_entity_id_1year_dsl_imp	0.893180	0.000000	inf	0.893	0.00
b_joco_event_entity_id_1month_total_imp	0.124945	0.000000	inf	0.125	0.00
b_joco_event_entity_id_1year_dsl_imp	0.134765	0.000000	inf	0.135	0.00
j_calls_entity_id_6month_call_length_imp	0.938887	0.000000	inf	0.939	0.00
j_calls_entity_id_3month_dsl_imp	0.965403	0.000000	inf	0.965	0.00
b_joco_event_entity_id_1year_total_imp	0.124945	0.000000	inf	0.125	0.00
b_joco_event_entity_id_3month_dsl_imp	0.659958	0.000000	inf	0.660	0.00
b_joco_event_entity_id_6month_total_imp	0.124945	0.000000	inf	0.125	0.00
b_joco_event_entity_id_3month_total_imp	0.124945	0.000000	inf	0.125	0.00
b_joco_event_entity_id_6month_dsl_imp	0.449533	0.000000	inf	0.450	0.00
j_calls_entity_id_all_dsl_imp	0.831591	0.000000	inf	0.832	0.00
b_joco_event_entity_id_all_total_imp	0.124945	0.000000	inf	0.125	0.00
b_joco_event_entity_id_all_dsl_imp	0.124945	0.000000	inf	0.125	0.00
j_calls_entity_id_6month_dsl_imp	0.938878	0.000000	inf	0.939	0.00
j_calls_entity_id_all_call_length_imp	0.831600	0.000000	inf	0.832	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.228485	0.000000	inf	0.228	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.668974	0.000000	inf	0.669	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.227074	0.000000	inf	0.227	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.484934	0.000000	inf	0.485	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.484934	0.000000	inf	0.485	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	233.588959	0.000000	inf	0.409	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.227074	0.000000	inf	0.227	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	222.175339	0.000000	inf	0.403	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.227074	0.000000	inf	0.227	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.227074	0.000000	inf	0.227	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.668974	0.000000	inf	0.669	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.228485	0.000000	inf	0.228	0.00
j_calls_entity_id_5year_dsl_imp	0.834711	0.000000	inf	0.835	0.00
j_calls_entity_id_all_call_length_min	831600.750000	2.335000	3.561459e+05	1.000	0.97
j_calls_entity_id_5year_call_length_min	834721.312500	2.385000	3.499880e+05	1.000	0.97
j_calls_entity_id_1year_call_length_min	893190.125000	4.450000	2.007169e+05	1.000	0.97
j_calls_entity_id_6month_call_length_min	938886.562500	4.985000	1.883423e+05	1.000	0.97
j_calls_entity_id_3month_call_length_min	965402.000000	6.655000	1.450642e+05	1.000	0.98
b_joco_event_entity_id_3month_dsl_min	659971.375000	16.209999	4.071384e+04	1.000	1.00
j_calls_entity_id_3month_dsl_min	965403.062500	31.400000	3.074532e+04	1.000	1.00

Model Group: 125, Validation date: 2020-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_3years_days_btw_imp	0.202764	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.727249	0.00	inf	0.727	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.202764	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	196.258621	0.00	inf	0.362	0.00
b_joco_event_entity_id_1year_total_imp	0.206224	0.00	inf	0.206	0.00
b_joco_event_entity_id_3month_dsl_imp	0.756442	0.00	inf	0.756	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.727249	0.00	inf	0.727	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.501757	0.00	inf	0.502	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.202764	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	210.191391	0.00	inf	0.371	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.501757	0.00	inf	0.502	0.00
b_joco_event_entity_id_6month_dsl_imp	0.562880	0.00	inf	0.563	0.00
b_joco_event_entity_id_3month_total_imp	0.206224	0.00	inf	0.206	0.00
b_joco_event_entity_id_all_total_imp	0.206224	0.00	inf	0.206	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.203085	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.202764	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.203085	0.00	inf	0.203	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.202764	0.00	inf	0.203	0.00
b_joco_event_entity_id_1year_dsl_imp	0.220303	0.00	inf	0.220	0.00
b_joco_event_entity_id_1month_total_imp	0.206224	0.00	inf	0.206	0.00
b_joco_event_entity_id_all_dsl_imp	0.206224	0.00	inf	0.206	0.00
b_joco_event_entity_id_6month_total_imp	0.206224	0.00	inf	0.206	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.202764	0.00	inf	0.203	0.00
b_joco_event_entity_id_3month_dsl_min	756449.812500	17.84	4.240189e+04	1.000	1.00
b_joco_event_entity_id_6month_dsl_min	562914.437500	17.84	3.155350e+04	1.000	1.00
b_joco_event_entity_id_1year_dsl_min	220431.343750	17.84	1.235602e+04	1.000	1.00
b_all_event_gaps_entity_id_3years_days_btwn_min	231.952332	0.02	1.159762e+04	0.388	0.01
b_joco_event_entity_id_all_dsl_min	206367.796875	17.84	1.156770e+04	1.000	1.00
b_all_event_gaps_entity_id_1year_days_btwn_min	254.647141	0.34	7.489622e+02	0.441	0.08
j_calls_entity_id_3month_hosp_ref_calls_sum	0.002889	0.57	1.973009e+02	0.002	0.20
j_calls_entity_id_3month_disp_jcmhc_sum	0.009826	1.80	1.831851e+02	0.006	0.54
j_calls_entity_id_3month_site_visit_calls_sum	0.002987	0.52	1.740836e+02	0.002	0.31
j_calls_entity_id_1month_hosp_ref_calls_sum	0.001337	0.23	1.719633e+02	0.001	0.11
j_calls_entity_id_6month_disp_jcmhc_sum	0.016362	2.80	1.711281e+02	0.009	0.60
j_calls_entity_id_1month_hosp_ref_calls_max	0.000660	0.11	1.667095e+02	0.001	0.11
j_calls_entity_id_1month_after_hr_calls_sum	0.016371	2.66	1.624831e+02	0.008	0.56
j_calls_entity_id_1month_disp_no_response_sum	0.012162	1.89	1.553985e+02	0.007	0.51
j_calls_entity_id_3month_disp_mcrt_sum	0.001444	0.22	1.523025e+02	0.001	0.12
j_calls_entity_id_3month_aggression_calls_sum	0.004842	0.72	1.487072e+02	0.003	0.21
j_calls_entity_id_1month_disp_jcmhc_sum	0.003433	0.51	1.485623e+02	0.002	0.27

Model Group: 125, Validation date: 2021-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_all_days_btwn_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.687014	0.000000	inf	0.687	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.191779	0.000000	inf	0.192	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.191779	0.000000	inf	0.192	0.00
b_all_event_gaps_entity_id_3month_days_btw_imp	0.687014	0.000000	inf	0.687	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_6month_days_btw_imp	0.494223	0.000000	inf	0.494	0.00
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.494223	0.000000	inf	0.494	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.190367	0.000000	inf	0.190	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	221.556320	0.030000	7385.210938	0.365	0.01
b_all_event_gaps_entity_id_5years_days_btwn_min	202.157303	0.030000	6738.577148	0.350	0.01
b_all_event_gaps_entity_id_all_days_btwn_min	184.661560	0.030000	6155.385742	0.339	0.01
j_calls_entity_id_3month_self_ref_calls_sum	0.030086	6.970000	231.666092	0.014	0.44
j_calls_entity_id_1month_self_ref_calls_sum	0.010381	2.400000	231.190430	0.005	0.25
j_calls_entity_id_3month_disp_no_response_sum	0.034189	7.260000	212.348404	0.015	0.89
j_calls_entity_id_1month_disp_jcmhc_sum	0.003321	0.700000	210.765503	0.002	0.27
j_calls_entity_id_1month_after_hr_calls_sum	0.015780	3.250000	205.953430	0.008	0.53
j_calls_entity_id_1month_disp_no_response_sum	0.011855	2.410000	203.286667	0.007	0.47
j_calls_entity_id_3month_hosp_ref_calls_sum	0.002708	0.550000	203.065414	0.002	0.13
j_calls_entity_id_6month_disp_mcrt_sum	0.004449	0.900000	202.291595	0.003	0.19
j_calls_entity_id_3month_after_hr_calls_sum	0.046142	9.330000	202.202072	0.018	0.97
j_calls_entity_id_6month_self_ref_calls_sum	0.064675	12.790000	197.757675	0.026	0.53
j_calls_entity_id_6month_disp_no_response_sum	0.067872	12.880000	189.768936	0.027	0.92
j_calls_entity_id_6month_after_hr_calls_sum	0.093545	16.980000	181.517059	0.032	0.97
j_calls_entity_id_3month_disp_mcrt_sum	0.002575	0.460000	178.621170	0.002	0.12
j_calls_entity_id_6month_fam_issue_calls_sum	0.004209	0.730000	173.427368	0.003	0.13
j_calls_entity_id_6month_mood_calls_sum	0.002948	0.500000	169.591873	0.002	0.12
j_calls_entity_id_1year_self_ref_calls_sum	0.113961	19.299999	169.356628	0.043	0.63
j_calls_entity_id_3month_disp_jcmhc_sum	0.010141	1.710000	168.617691	0.006	0.50
j_calls_entity_id_1year_disp_mcrt_sum	0.007095	1.170000	164.896774	0.005	0.23
j_calls_entity_id_3month_cope_calls_sum	0.026481	4.330000	163.513397	0.015	0.55
j_calls_entity_id_3month_fam_issue_calls_sum	0.002282	0.370000	162.121902	0.002	0.12
j_calls_entity_id_1year_fam_issue_calls_sum	0.007770	1.220000	157.009125	0.006	0.16
j_calls_entity_id_6month_disp_jcmhc_sum	0.021100	3.270000	154.979568	0.012	0.60
j_calls_entity_id_6month_cope_calls_sum	0.053841	8.280000	153.785675	0.027	0.68
j_mhcserv_entity_id_6month_crisis_sum	0.002220	0.340000	153.148239	0.001	0.16
j_calls_entity_id_1month_cope_calls_sum	0.009173	1.400000	152.616257	0.006	0.28

Model Group: 125, Validation date: 2021-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.137271	0.00	inf	0.137	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.137271	0.00	inf	0.137	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.136462	0.00	inf	0.136	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	128.791565	0.04	3219.789062	0.616	0.02
b_all_event_gaps_entity_id_all_days_btwn_min	116.141129	0.04	2903.528320	0.600	0.02
b_ambulance_entity_id_6month_suicidal_sum	0.000741	0.22	297.083954	0.001	0.13
b_ambulance_entity_id_1year_suicidal_sum	0.001452	0.37	254.850540	0.001	0.17
b_ambulance_entity_id_2years_suicidal_sum	0.002207	0.52	235.616226	0.002	0.19
j_calls_entity_id_3month_disp_jcmhc_sum	0.009924	2.33	234.782104	0.003	0.43
j_calls_entity_id_1year_disp_mcrt_sum	0.004151	0.92	221.640106	0.003	0.22
j_calls_entity_id_3month_mhc_ref_calls_sum	0.001788	0.39	218.121582	0.001	0.22
b_ambulance_entity_id_2years_psy_substance_sum	0.000965	0.21	217.697861	0.001	0.13
b_ambulance_entity_id_5years_suicidal_sum	0.003396	0.72	212.031219	0.003	0.21
b_ambulance_entity_id_3month_alcohol_sum	0.001803	0.38	210.805511	0.002	0.14
b_ambulance_entity_id_5years_psy_substance_sum	0.001028	0.21	204.285217	0.001	0.13
b_ambulance_entity_id_all_psy_substance_sum	0.001028	0.21	204.285217	0.001	0.13
b_ambulance_entity_id_all_suicidal_sum	0.003990	0.80	200.496216	0.003	0.22
j_calls_entity_id_3month_homeless_calls_sum	0.001398	0.28	200.251709	0.001	0.11
j_calls_entity_id_6month_disp_mcrt_sum	0.001569	0.31	197.608643	0.001	0.13
j_calls_entity_id_1month_disp_jcmhc_sum	0.003293	0.64	194.327103	0.001	0.26
b_ambulance_entity_id_6month_suicidal_max	0.000687	0.13	189.244965	0.001	0.13
j_calls_entity_id_6month_disp_jcmhc_sum	0.019736	3.70	187.473358	0.006	0.45
j_calls_entity_id_1month_disp_jcmhc_max	0.001413	0.26	184.024399	0.001	0.26
j_calls_entity_id_3month_cc_calls_sum	0.008009	1.47	183.533615	0.004	0.47
j_calls_entity_id_3month_police_ref_calls_sum	0.018976	3.45	181.807465	0.008	0.93
b_ambulance_entity_id_6month_alcohol_sum	0.003673	0.66	179.668808	0.003	0.15
j_calls_entity_id_3month_after_hr_calls_sum	0.021485	3.82	177.797180	0.009	0.78
j_mhcserv_entity_id_1year_crisis_sum	0.002996	0.53	176.889008	0.002	0.17
j_calls_entity_id_3month_mhc_ref_calls_max	0.001272	0.22	173.014404	0.001	0.22
j_calls_entity_id_1month_after_hr_calls_sum	0.007361	1.27	172.519958	0.004	0.41
b_ambulance_subst_entity_id_3month_total_count	0.002402	0.41	170.701370	0.002	0.16
j_calls_entity_id_3month_disp_refused_sum	0.000823	0.14	170.036224	0.001	0.12
j_calls_entity_id_1month_police_ref_calls_sum	0.006402	1.08	168.705200	0.003	0.48
b_ambulance_entity_id_2years_alcohol_sum	0.010479	1.76	167.947037	0.007	0.17
j_calls_entity_id_1year_disp_jcmhc_sum	0.032057	5.38	167.824936	0.011	0.57

Model Group: 125, Validation date: 2022-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_h_vh_entity_id_3month_total_imp	0.951649	0.00	inf	0.952	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.162939	0.00	inf	0.163	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.162939	0.00	inf	0.163	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.162939	0.00	inf	0.163	0.00
b_all_event_h_vh_entity_id_1year_total_imp	0.951649	0.00	inf	0.952	0.00
b_all_event_h_vh_entity_id_1month_total_imp	0.951649	0.00	inf	0.952	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.162939	0.00	inf	0.163	0.00
b_all_event_h_vh_entity_id_all_dsl_imp	0.951649	0.00	inf	0.952	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.162939	0.00	inf	0.163	0.00
b_all_event_h_vh_entity_id_6month_total_imp	0.951649	0.00	inf	0.952	0.00
b_all_event_h_vh_entity_id_all_total_imp	0.951649	0.00	inf	0.952	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.162939	0.00	inf	0.163	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	155.388138	0.03	5179.604492	0.626	0.01
b_all_event_gaps_entity_id_all_days_btwn_min	137.562164	0.03	4585.405273	0.608	0.01
b_all_event_h_vh_entity_id_all_dsl_min	951681.437500	402.25	2365.895508	1.000	1.00
b_all_event_gaps_entity_id_3years_days_btwn_min	166.717117	0.20	833.585632	0.641	0.05
b_ambulance_entity_id_all_psy_substance_sum	0.001132	0.36	318.095184	0.001	0.25
b_ambulance_entity_id_5years_psy_substance_sum	0.001132	0.36	318.095184	0.001	0.25
b_ambulance_entity_id_all_alcohol_sum	0.014116	4.34	307.457672	0.009	0.64
b_ambulance_entity_id_5years_alcohol_sum	0.012913	3.90	302.014343	0.008	0.61
b_ambulance_entity_id_2years_psy_substance_sum	0.001004	0.28	279.014465	0.001	0.19
b_ambulance_subst_entity_id_5years_total_count	0.018134	4.81	265.243011	0.012	0.81
b_ambulance_entity_id_5years_suicidal_sum	0.003227	0.85	263.384735	0.003	0.38
b_ambulance_subst_entity_id_all_total_count	0.021759	5.62	258.279053	0.014	0.85
b_ambulance_entity_id_2years_alcohol_sum	0.009867	2.51	254.374786	0.006	0.44
b_ambulance_entity_id_2years_suicidal_sum	0.002100	0.53	252.392670	0.002	0.27
b_ambulance_entity_id_all_suicidal_sum	0.003908	0.96	245.648132	0.003	0.41
j_calls_entity_id_1month_disp_jcmhc_sum	0.002374	0.58	244.313919	0.001	0.14
b_ambulance_entity_id_5years_psy_substance_max	0.001061	0.25	235.626038	0.001	0.25
b_ambulance_entity_id_all_psy_substance_max	0.001061	0.25	235.626038	0.001	0.25
b_ambulance_entity_id_1year_suicidal_sum	0.001406	0.33	234.736893	0.001	0.22
b_ambulance_entity_id_1year_psy_substance_sum	0.000729	0.17	233.055588	0.001	0.13
b_ambulance_entity_id_6month_suicidal_sum	0.000716	0.16	223.408386	0.001	0.12
b_ambulance_subst_entity_id_2years_total_count	0.012400	2.75	221.765686	0.009	0.54
j_calls_entity_id_3month_disp_jcmhc_sum	0.006941	1.40	201.707886	0.003	0.27
b_ambulance_entity_id_2years_psy_substance_max	0.000950	0.19	199.898560	0.001	0.19
j_calls_entity_id_5year_self_harm_calls_sum	0.021339	4.26	199.630478	0.011	0.62
j_calls_entity_id_6month_disp_jcmhc_sum	0.014655	2.83	193.106735	0.004	0.40
j_calls_entity_id_all_self_harm_calls_sum	0.027206	5.07	186.356705	0.013	0.68
b_ambulance_entity_id_6month_suicidal_max	0.000645	0.12	185.918625	0.001	0.12

Model Group: 125, Validation date: 2022-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_h_vh_entity_id_all_total_imp	0.928445	0.0	inf	0.928	0.0
b_all_event_gaps_entity_id_all_days_btw_imp	0.218926	0.0	inf	0.219	0.0
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.218926	0.0	inf	0.219	0.0
b_all_event_gaps_entity_id_all_days_btwn_imp	0.218926	0.0	inf	0.219	0.0
d_svcs_entity_id_1year_servicetype_Emergency_max	0.133298	0.0	inf	0.133	0.0
d_svcs_entity_id_1year_servicetype_Emergency_sum	0.201539	0.0	inf	0.133	0.0
b_all_event_gaps_entity_id_6month_days_btw_imp	0.564986	0.0	inf	0.565	0.0
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.218926	0.0	inf	0.219	0.0
b_all_event_gaps_entity_id_5years_days_btwn_min	223.625168	0.0	inf	0.470	0.0
b_all_event_gaps_entity_id_3month_days_btw_imp	0.729933	0.0	inf	0.730	0.0
b_all_event_gaps_entity_id_3month_days_btwn_imp	0.729933	0.0	inf	0.730	0.0
b_all_event_gaps_entity_id_3years_days_btwn_min	241.174240	0.0	inf	0.483	0.0
j_calls_entity_id_all_call_length_imp	0.859277	0.0	inf	0.859	0.0
b_all_event_gaps_entity_id_6month_days_btwn_imp	0.564986	0.0	inf	0.565	0.0
j_calls_entity_id_1year_dsl_imp	0.913222	0.0	inf	0.913	0.0
j_calls_entity_id_all_dsl_imp	0.859250	0.0	inf	0.859	0.0
j_calls_entity_id_6month_dsl_imp	0.950408	0.0	inf	0.950	0.0
b_all_event_gaps_entity_id_5years_days_btw_imp	0.218926	0.0	inf	0.219	0.0
j_calls_entity_id_1year_call_length_imp	0.913248	0.0	inf	0.913	0.0
b_all_event_h_vh_entity_id_1month_total_imp	0.928445	0.0	inf	0.928	0.0
b_joco_event_entity_id_all_total_imp	0.281604	0.0	inf	0.282	0.0
d_dx_entity_id_1year_total_count	0.238751	0.0	inf	0.151	0.0
b_joco_event_entity_id_1year_total_imp	0.281604	0.0	inf	0.282	0.0
b_joco_event_entity_id_3month_dsl_imp	0.771531	0.0	inf	0.772	0.0
b_joco_event_entity_id_6month_dsl_imp	0.620101	0.0	inf	0.620	0.0
b_joco_event_entity_id_1year_dsl_imp	0.302311	0.0	inf	0.302	0.0
j_calls_entity_id_5year_dsl_imp	0.869147	0.0	inf	0.869	0.0
b_joco_event_entity_id_1month_total_imp	0.281604	0.0	inf	0.282	0.0
j_calls_entity_id_5year_call_length_imp	0.869173	0.0	inf	0.869	0.0
j_calls_entity_id_6month_call_length_imp	0.950421	0.0	inf	0.950	0.0
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.220266	0.0	inf	0.220	0.0
b_all_event_gaps_entity_id_1year_days_btw_imp	0.220266	0.0	inf	0.220	0.0
b_all_event_gaps_entity_id_3years_days_btw_imp	0.218926	0.0	inf	0.219	0.0
b_all_event_h_vh_entity_id_all_dsl_imp	0.928445	0.0	inf	0.928	0.0
b_all_event_h_vh_entity_id_3month_total_imp	0.928445	0.0	inf	0.928	0.0
j_calls_entity_id_3month_dsl_imp	0.970501	0.0	inf	0.971	0.0
b_joco_event_entity_id_all_dsl_imp	0.281604	0.0	inf	0.282	0.0
b_joco_event_entity_id_6month_total_imp	0.281604	0.0	inf	0.282	0.0
b_joco_event_entity_id_3month_total_imp	0.281604	0.0	inf	0.282	0.0
b_all_event_gaps_entity_id_all_days_btwn_min	194.338348	0.0	inf	0.453	0.0

Model Group: 125, Validation date: 2023-01-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_h_vh_entity_id_3month_total_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_h_vh_entity_id_1month_total_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_h_vh_entity_id_all_dsl_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.204784	0.000000	inf	0.205	0.00
b_all_event_h_vh_entity_id_1year_total_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_h_vh_entity_id_6month_total_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.204297	0.000000	inf	0.204	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.204784	0.000000	inf	0.205	0.00
b_all_event_h_vh_entity_id_all_total_imp	0.918099	0.000000	inf	0.918	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	222.704285	0.010000	2.227043e+04	0.430	0.01
b_all_event_gaps_entity_id_5years_days_btwn_min	204.329178	0.010000	2.043292e+04	0.416	0.01
b_all_event_gaps_entity_id_all_days_btwn_min	173.366837	0.010000	1.733668e+04	0.400	0.01
b_all_event_h_vh_entity_id_all_dsl_min	918158.312500	103.080002	8.907240e+03	1.000	1.00
b_all_event_gaps_entity_id_1year_days_btwn_min	263.486511	0.690000	3.818645e+02	0.480	0.02
j_calls_entity_id_1year_disp_jcmhc_sum	0.042256	11.830000	2.799583e+02	0.012	0.50
j_calls_entity_id_6month_disp_911_sum	0.001113	0.290000	2.605204e+02	0.001	0.14
j_calls_entity_id_1year_disp_911_sum	0.001739	0.450000	2.587914e+02	0.001	0.21
j_calls_entity_id_all_disp_911_sum	0.001739	0.450000	2.587914e+02	0.001	0.21
j_calls_entity_id_5year_disp_911_sum	0.001739	0.450000	2.587914e+02	0.001	0.21
j_calls_entity_id_6month_disp_jcmhc_sum	0.022867	5.820000	2.545153e+02	0.007	0.42
b_ambulance_entity_id_1year_suicidal_sum	0.002823	0.710000	2.515138e+02	0.003	0.43
j_calls_entity_id_6month_crisis_calls_sum	0.049626	12.360000	2.490610e+02	0.015	0.55
b_all_event_h_vh_entity_id_1year_total_count	0.056684	14.000000	2.469847e+02	0.040	0.96
b_diagnoses_entity_id_1year_suicidal_sum	0.002917	0.720000	2.467876e+02	0.003	0.19
j_calls_entity_id_1year_crisis_calls_sum	0.085487	21.030001	2.460009e+02	0.025	0.61
b_all_event_h_vh_entity_id_6month_total_count	0.029335	7.120000	2.427139e+02	0.022	0.91
b_ambulance_entity_id_2years_suicidal_sum	0.004009	0.970000	2.419666e+02	0.004	0.44
b_diagnoses_entity_id_6month_suicidal_sum	0.001819	0.430000	2.364088e+02	0.002	0.16
j_calls_entity_id_6month_self_ref_calls_sum	0.050572	11.630000	2.299682e+02	0.017	0.49
j_calls_entity_id_3month_crisis_calls_sum	0.025392	5.700000	2.244836e+02	0.008	0.42
j_calls_entity_id_3month_disp_jcmhc_sum	0.011146	2.500000	2.242934e+02	0.004	0.35
j_calls_entity_id_1year_self_ref_calls_sum	0.088376	19.440001	2.199695e+02	0.031	0.56
b_ambulance_entity_id_2years_alcohol_sum	0.016559	3.580000	2.161952e+02	0.011	0.34
j_calls_entity_id_3month_self_ref_calls_sum	0.025370	5.440000	2.144284e+02	0.009	0.39
j_calls_entity_id_all_crisis_calls_sum	0.141851	30.330000	2.138158e+02	0.035	0.63

Model Group: 125, Validation date: 2023-07-01

	(-)mean	(+)mean	ratio	(-)supp	(+)supp
feature_name
b_all_event_h_vh_entity_id_1year_total_imp	0.910937	0.000000	inf	0.911	0.00
b_all_event_h_vh_entity_id_6month_total_imp	0.910937	0.000000	inf	0.911	0.00
b_all_event_gaps_entity_id_1year_days_btw_imp	0.201093	0.000000	inf	0.201	0.00
b_all_event_gaps_entity_id_all_days_btwn_min	163.088348	0.000000	inf	0.373	0.00
b_all_event_gaps_entity_id_5years_days_btwn_min	196.485413	0.000000	inf	0.390	0.00
b_all_event_h_vh_entity_id_3month_total_imp	0.910937	0.000000	inf	0.911	0.00
b_all_event_gaps_entity_id_all_days_btwn_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_gaps_entity_id_5years_days_btwn_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_gaps_entity_id_5years_days_btw_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_gaps_entity_id_3years_days_btw_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_gaps_entity_id_1year_days_btwn_min	252.720169	0.000000	inf	0.455	0.00
b_all_event_h_vh_entity_id_1year_dsl_imp	0.957017	0.000000	inf	0.957	0.00
b_all_event_h_vh_entity_id_all_total_imp	0.910937	0.000000	inf	0.911	0.00
b_all_event_gaps_entity_id_1year_days_btwn_imp	0.201093	0.000000	inf	0.201	0.00
b_all_event_h_vh_entity_id_1month_total_imp	0.910937	0.000000	inf	0.911	0.00
b_all_event_gaps_entity_id_3years_days_btwn_min	213.709869	0.000000	inf	0.405	0.00
b_all_event_gaps_entity_id_3years_days_btwn_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_h_vh_entity_id_all_dsl_imp	0.910937	0.000000	inf	0.911	0.00
b_all_event_gaps_entity_id_all_days_btw_imp	0.199457	0.000000	inf	0.199	0.00
b_all_event_h_vh_entity_id_1year_dsl_min	957023.187500	82.690002	1.157363e+04	1.000	1.00
b_all_event_h_vh_entity_id_all_dsl_min	911003.812500	82.690002	1.101710e+04	1.000	1.00
j_calls_entity_id_1year_disp_jcmhc_sum	0.040361	14.270000	3.535603e+02	0.012	0.43
j_calls_entity_id_6month_disp_jcmhc_sum	0.018670	5.560000	2.977970e+02	0.007	0.35
j_calls_entity_id_1year_crisis_calls_sum	0.094530	27.990000	2.960977e+02	0.027	0.56
j_calls_entity_id_1month_crisis_calls_sum	0.007493	2.150000	2.869482e+02	0.003	0.22
b_ambulance_entity_id_3month_suicidal_sum	0.000635	0.180000	2.836518e+02	0.001	0.11
j_calls_entity_id_1month_disp_jcmhc_sum	0.002898	0.790000	2.726334e+02	0.002	0.14
j_calls_entity_id_3month_disp_jcmhc_sum	0.008831	2.360000	2.672521e+02	0.004	0.24
j_calls_entity_id_6month_crisis_calls_sum	0.045583	11.680000	2.562371e+02	0.015	0.44
j_calls_entity_id_3month_crisis_calls_sum	0.023242	5.850000	2.516943e+02	0.009	0.32
b_ambulance_entity_id_6month_suicidal_sum	0.001353	0.330000	2.438551e+02	0.001	0.21
j_calls_entity_id_1month_self_ref_calls_sum	0.008425	2.030000	2.409382e+02	0.004	0.18
j_calls_entity_id_1year_self_ref_calls_sum	0.101632	24.440001	2.404747e+02	0.034	0.50
b_diagnoses_entity_id_6month_alcohol_use_sum	0.001667	0.390000	2.339910e+02	0.002	0.22
j_calls_entity_id_all_crisis_calls_sum	0.182079	42.369999	2.327014e+02	0.040	0.58
j_calls_entity_id_5year_crisis_calls_sum	0.182079	42.369999	2.327014e+02	0.040	0.58
b_diagnoses_entity_id_3month_alcohol_use_sum	0.000910	0.210000	2.308147e+02	0.001	0.16
j_calls_entity_id_1year_disp_911_sum	0.002179	0.500000	2.294649e+02	0.002	0.18
b_all_event_h_vh_entity_id_6month_total_count	0.030429	6.820000	2.241261e+02	0.022	0.87
b_all_event_h_vh_entity_id_1year_total_count	0.061294	13.710000	2.236746e+02	0.043	1.00

{1344:                                                       (-)mean    (+)mean  \
 feature_name                                                               
 b_joco_event_entity_id_6month_dsl_imp                0.430695   0.000000   
 b_joco_event_entity_id_6month_dsl_min           430735.437500   7.320000   
 b_joco_event_entity_id_1year_dsl_min             59069.710938   7.320000   
 b_joco_event_entity_id_all_dsl_min               54554.835938   7.320000   
 j_mhcserv_entity_id_1month_crisis_sum                0.000551   0.220000   
 j_calls_entity_id_all_cope_calls_sum                 0.069989  27.000000   
 j_calls_entity_id_5year_cope_calls_sum               0.069989  27.000000   
 j_calls_entity_id_1year_cope_calls_sum               0.032152  11.420000   
 j_calls_entity_id_6month_cope_calls_sum              0.018770   6.550000   
 j_calls_entity_id_1month_hosp_ref_calls_sum          0.001580   0.550000   
 j_calls_entity_id_1month_cope_calls_sum              0.003468   1.130000   
 j_calls_entity_id_1month_screening_calls_max         0.000414   0.130000   
 j_calls_entity_id_1month_disp_screening_max          0.000350   0.110000   
 j_calls_entity_id_1month_disp_screening_sum          0.000445   0.140000   
 j_calls_entity_id_5year_disp_no_response_sum         0.139140  43.419998   
 j_calls_entity_id_all_disp_no_response_sum           0.139140  43.419998   
 j_calls_entity_id_6month_self_ref_calls_sum          0.037974  11.530000   
 j_calls_entity_id_1month_self_ref_calls_sum          0.005673   1.710000   
 b_ambulance_subst_entity_id_1month_total_count       0.000986   0.290000   
 j_calls_entity_id_3month_disp_screening_sum          0.001273   0.370000   
 j_calls_entity_id_1month_screening_calls_sum         0.000456   0.130000   
 j_calls_entity_id_1month_aggression_calls_sum        0.002100   0.590000   
 j_calls_entity_id_3month_self_ref_calls_sum          0.018070   4.940000   
 j_calls_entity_id_3month_cope_calls_sum              0.010774   2.930000   
 j_calls_entity_id_1month_call_length_sum             0.308724  83.864998   
 j_calls_entity_id_1year_self_ref_calls_sum           0.078355  21.139999   
 j_calls_entity_id_5year_self_ref_calls_sum           0.190422  51.250000   
 j_calls_entity_id_all_self_ref_calls_sum             0.190422  51.250000   
 j_calls_entity_id_1month_mhc_ref_calls_sum           0.001241   0.330000   
 j_calls_entity_id_5year_after_hr_calls_sum           0.193752  51.320000   
 j_calls_entity_id_all_after_hr_calls_sum             0.193752  51.320000   
 j_calls_entity_id_1year_disp_no_response_sum         0.072958  19.240000   
 j_calls_entity_id_3month_screening_calls_sum         0.001209   0.310000   
 j_calls_entity_id_6month_disp_no_response_sum        0.043266  11.080000   
 b_ambulance_entity_id_1month_drug_use_sum            0.000636   0.160000   
 j_calls_entity_id_1month_mhc_ref_calls_max           0.000838   0.210000   
 b_ambulance_entity_id_1month_drug_use_max            0.000604   0.150000   
 j_calls_entity_id_1month_disp_no_response_sum        0.008855   2.190000   
 j_mhcserv_entity_id_1month_crisis_max                0.000530   0.130000   
 j_calls_entity_id_1month_after_hr_calls_sum          0.012365   2.960000   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_joco_event_entity_id_6month_dsl_imp                    inf    0.431     0.00  
 b_joco_event_entity_id_6month_dsl_min           5.884364e+04    1.000     1.00  
 b_joco_event_entity_id_1year_dsl_min            8.069633e+03    1.000     1.00  
 b_joco_event_entity_id_all_dsl_min              7.452846e+03    1.000     1.00  
 j_mhcserv_entity_id_1month_crisis_sum           3.989658e+02    0.001     0.13  
 j_calls_entity_id_all_cope_calls_sum            3.857768e+02    0.034     0.71  
 j_calls_entity_id_5year_cope_calls_sum          3.857768e+02    0.034     0.71  
 j_calls_entity_id_1year_cope_calls_sum          3.551839e+02    0.020     0.64  
 j_calls_entity_id_6month_cope_calls_sum         3.489670e+02    0.013     0.56  
 j_calls_entity_id_1month_hosp_ref_calls_sum     3.480909e+02    0.001     0.18  
 j_calls_entity_id_1month_cope_calls_sum         3.258719e+02    0.003     0.33  
 j_calls_entity_id_1month_screening_calls_max    3.143367e+02    0.000     0.13  
 j_calls_entity_id_1month_disp_screening_max     3.143367e+02    0.000     0.11  
 j_calls_entity_id_1month_disp_screening_sum     3.143367e+02    0.000     0.11  
 j_calls_entity_id_5year_disp_no_response_sum    3.120608e+02    0.053     0.90  
 j_calls_entity_id_all_disp_no_response_sum      3.120608e+02    0.053     0.90  
 j_calls_entity_id_6month_self_ref_calls_sum     3.036276e+02    0.023     0.56  
 j_calls_entity_id_1month_self_ref_calls_sum     3.014107e+02    0.004     0.32  
 b_ambulance_subst_entity_id_1month_total_count  2.940569e+02    0.001     0.22  
 j_calls_entity_id_3month_disp_screening_sum     2.907614e+02    0.001     0.19  
 j_calls_entity_id_1month_screening_calls_sum    2.850960e+02    0.000     0.13  
 j_calls_entity_id_1month_aggression_calls_sum   2.809979e+02    0.001     0.25  
 j_calls_entity_id_3month_self_ref_calls_sum     2.733843e+02    0.012     0.47  
 j_calls_entity_id_3month_cope_calls_sum         2.719507e+02    0.008     0.48  
 j_calls_entity_id_1month_call_length_sum        2.716502e+02    0.013     0.81  
 j_calls_entity_id_1year_self_ref_calls_sum      2.697961e+02    0.040     0.65  
 j_calls_entity_id_5year_self_ref_calls_sum      2.691389e+02    0.070     0.74  
 j_calls_entity_id_all_self_ref_calls_sum        2.691389e+02    0.070     0.74  
 j_calls_entity_id_1month_mhc_ref_calls_sum      2.659772e+02    0.001     0.21  
 j_calls_entity_id_5year_after_hr_calls_sum      2.648748e+02    0.062     0.94  
 j_calls_entity_id_all_after_hr_calls_sum        2.648748e+02    0.062     0.94  
 j_calls_entity_id_1year_disp_no_response_sum    2.637138e+02    0.036     0.86  
 j_calls_entity_id_3month_screening_calls_sum    2.564326e+02    0.001     0.23  
 j_calls_entity_id_6month_disp_no_response_sum   2.560919e+02    0.023     0.81  
 b_ambulance_entity_id_1month_drug_use_sum       2.514693e+02    0.001     0.15  
 j_calls_entity_id_1month_mhc_ref_calls_max      2.506735e+02    0.001     0.21  
 b_ambulance_entity_id_1month_drug_use_max       2.481605e+02    0.001     0.15  
 j_calls_entity_id_1month_disp_no_response_sum   2.473284e+02    0.006     0.52  
 j_mhcserv_entity_id_1month_crisis_max           2.451826e+02    0.001     0.13  
 j_calls_entity_id_1month_after_hr_calls_sum     2.393919e+02    0.007     0.68  ,
 1349:                                                        (-)mean    (+)mean  \
 feature_name                                                                
 b_all_event_gaps_entity_id_all_days_btwn_min        236.354401   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.210584   0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.210584   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.210168   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min     249.584351   0.000000   
 j_calls_entity_id_all_call_length_imp                 0.845685   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     236.354401   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.210168   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.210168   0.000000   
 j_calls_entity_id_5year_call_length_imp               0.845685   0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.210168   0.000000   
 j_calls_entity_id_all_dsl_imp                         0.845675   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.210168   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.210168   0.000000   
 j_calls_entity_id_5year_dsl_imp                       0.845675   0.000000   
 j_calls_entity_id_5year_call_length_min          845685.625000   1.660000   
 j_calls_entity_id_all_call_length_min            845685.625000   1.660000   
 j_calls_entity_id_all_dsl_min                    845727.562500  38.040001   
 j_calls_entity_id_5year_dsl_min                  845727.562500  38.040001   
 b_joco_event_entity_id_1year_dsl_min              61271.042969  15.320000   
 b_joco_event_entity_id_all_dsl_min                57178.652344  15.320000   
 b_all_event_gaps_entity_id_1year_days_btwn_min      279.114136   0.370000   
 j_calls_entity_id_1month_hosp_ref_calls_sum           0.001770   0.690000   
 j_calls_entity_id_all_cope_calls_sum                  0.084074  31.610001   
 j_calls_entity_id_5year_cope_calls_sum                0.084074  31.610001   
 j_calls_entity_id_6month_cope_calls_sum               0.017651   5.890000   
 j_calls_entity_id_1month_disp_screening_sum           0.000395   0.130000   
 j_calls_entity_id_1month_cope_calls_sum               0.002698   0.850000   
 j_calls_entity_id_1month_disp_screening_max           0.000352   0.110000   
 j_calls_entity_id_3month_cope_calls_sum               0.008010   2.480000   
 j_calls_entity_id_1month_site_visit_calls_sum         0.001205   0.370000   
 j_calls_entity_id_1year_cope_calls_sum                0.037808  11.200000   
 j_calls_entity_id_3month_hosp_ref_calls_sum           0.005738   1.690000   
 j_calls_entity_id_all_disp_no_response_sum            0.177767  51.759998   
 j_calls_entity_id_5year_disp_no_response_sum          0.177767  51.759998   
 j_calls_entity_id_3month_mood_calls_sum               0.001386   0.380000   
 j_calls_entity_id_3month_site_visit_calls_sum         0.004821   1.320000   
 j_calls_entity_id_5year_self_ref_calls_sum            0.210797  57.209999   
 j_calls_entity_id_all_self_ref_calls_sum              0.210797  57.209999   
 j_calls_entity_id_6month_self_ref_calls_sum           0.035206   9.060000   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_gaps_entity_id_all_days_btwn_min              inf    0.395   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.211   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.211   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.210   
 b_all_event_gaps_entity_id_3years_days_btwn_min           inf    0.407   
 j_calls_entity_id_all_call_length_imp                     inf    0.846   
 b_all_event_gaps_entity_id_5years_days_btwn_min           inf    0.395   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.210   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.210   
 j_calls_entity_id_5year_call_length_imp                   inf    0.846   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.210   
 j_calls_entity_id_all_dsl_imp                             inf    0.846   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.210   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.210   
 j_calls_entity_id_5year_dsl_imp                           inf    0.846   
 j_calls_entity_id_5year_call_length_min          5.094492e+05    1.000   
 j_calls_entity_id_all_call_length_min            5.094492e+05    1.000   
 j_calls_entity_id_all_dsl_min                    2.223259e+04    1.000   
 j_calls_entity_id_5year_dsl_min                  2.223259e+04    1.000   
 b_joco_event_entity_id_1year_dsl_min             3.999416e+03    1.000   
 b_joco_event_entity_id_all_dsl_min               3.732288e+03    1.000   
 b_all_event_gaps_entity_id_1year_days_btwn_min   7.543625e+02    0.474   
 j_calls_entity_id_1month_hosp_ref_calls_sum      3.897378e+02    0.001   
 j_calls_entity_id_all_cope_calls_sum             3.759798e+02    0.040   
 j_calls_entity_id_5year_cope_calls_sum           3.759798e+02    0.040   
 j_calls_entity_id_6month_cope_calls_sum          3.336943e+02    0.012   
 j_calls_entity_id_1month_disp_screening_sum      3.294376e+02    0.000   
 j_calls_entity_id_1month_cope_calls_sum          3.150140e+02    0.002   
 j_calls_entity_id_1month_disp_screening_max      3.125433e+02    0.000   
 j_calls_entity_id_3month_cope_calls_sum          3.096302e+02    0.006   
 j_calls_entity_id_1month_site_visit_calls_sum    3.070116e+02    0.001   
 j_calls_entity_id_1year_cope_calls_sum           2.962329e+02    0.024   
 j_calls_entity_id_3month_hosp_ref_calls_sum      2.945343e+02    0.003   
 j_calls_entity_id_all_disp_no_response_sum       2.911671e+02    0.064   
 j_calls_entity_id_5year_disp_no_response_sum     2.911671e+02    0.064   
 j_calls_entity_id_3month_mood_calls_sum          2.740765e+02    0.001   
 j_calls_entity_id_3month_site_visit_calls_sum    2.738212e+02    0.003   
 j_calls_entity_id_5year_self_ref_calls_sum       2.713980e+02    0.074   
 j_calls_entity_id_all_self_ref_calls_sum         2.713980e+02    0.074   
 j_calls_entity_id_6month_self_ref_calls_sum      2.573441e+02    0.020   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_gaps_entity_id_all_days_btwn_min        0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.00  
 j_calls_entity_id_all_call_length_imp               0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 j_calls_entity_id_5year_call_length_imp             0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 j_calls_entity_id_all_dsl_imp                       0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 j_calls_entity_id_5year_dsl_imp                     0.00  
 j_calls_entity_id_5year_call_length_min             0.99  
 j_calls_entity_id_all_call_length_min               0.99  
 j_calls_entity_id_all_dsl_min                       1.00  
 j_calls_entity_id_5year_dsl_min                     1.00  
 b_joco_event_entity_id_1year_dsl_min                1.00  
 b_joco_event_entity_id_all_dsl_min                  1.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min      0.02  
 j_calls_entity_id_1month_hosp_ref_calls_sum         0.18  
 j_calls_entity_id_all_cope_calls_sum                0.87  
 j_calls_entity_id_5year_cope_calls_sum              0.87  
 j_calls_entity_id_6month_cope_calls_sum             0.64  
 j_calls_entity_id_1month_disp_screening_sum         0.11  
 j_calls_entity_id_1month_cope_calls_sum             0.22  
 j_calls_entity_id_1month_disp_screening_max         0.11  
 j_calls_entity_id_3month_cope_calls_sum             0.44  
 j_calls_entity_id_1month_site_visit_calls_sum       0.17  
 j_calls_entity_id_1year_cope_calls_sum              0.73  
 j_calls_entity_id_3month_hosp_ref_calls_sum         0.34  
 j_calls_entity_id_all_disp_no_response_sum          0.97  
 j_calls_entity_id_5year_disp_no_response_sum        0.97  
 j_calls_entity_id_3month_mood_calls_sum             0.20  
 j_calls_entity_id_3month_site_visit_calls_sum       0.39  
 j_calls_entity_id_5year_self_ref_calls_sum          0.85  
 j_calls_entity_id_all_self_ref_calls_sum            0.85  
 j_calls_entity_id_6month_self_ref_calls_sum         0.63  ,
 1354:                                                        (-)mean     (+)mean  \
 feature_name                                                                 
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.669027    0.000000   
 j_calls_entity_id_all_dsl_imp                         0.836108    0.000000   
 j_calls_entity_id_all_call_length_imp                 0.836118    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.206986    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min        226.423294    0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.211659    0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.211659    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.206986    0.000000   
 j_calls_entity_id_1year_call_length_imp               0.892099    0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_min      274.914459    0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.494855    0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.494855    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     226.423294    0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_min     219.291290    0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.206986    0.000000   
 b_joco_event_entity_id_3month_dsl_imp                 0.633078    0.000000   
 j_calls_entity_id_5year_dsl_imp                       0.836108    0.000000   
 j_calls_entity_id_1year_dsl_imp                       0.892088    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min     245.559509    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.206986    0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.206986    0.000000   
 b_joco_event_entity_id_6month_dsl_imp                 0.424544    0.000000   
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.669027    0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.206986    0.000000   
 j_calls_entity_id_5year_call_length_imp               0.836118    0.000000   
 j_calls_entity_id_all_call_length_min            836118.375000    1.925000   
 j_calls_entity_id_5year_call_length_min          836118.375000    1.925000   
 j_calls_entity_id_1year_call_length_min          892098.937500    2.755000   
 b_joco_event_entity_id_3month_dsl_min            633090.375000    6.450000   
 b_joco_event_entity_id_6month_dsl_min            424585.125000    6.450000   
 j_calls_entity_id_1year_dsl_min                  892104.562500   28.410000   
 j_calls_entity_id_5year_dsl_min                  836166.375000   28.410000   
 j_calls_entity_id_all_dsl_min                    836166.375000   28.410000   
 b_joco_event_entity_id_1year_dsl_min              70012.835938    6.450000   
 b_joco_event_entity_id_all_dsl_min                60973.652344    6.450000   
 b_all_event_gaps_entity_id_3month_days_btwn_min     181.269775    0.020000   
 j_calls_entity_id_6month_call_length_max              1.416657  788.104980   
 j_calls_entity_id_6month_call_length_sum              2.342551  988.090027   
 j_calls_entity_id_1month_mhc_ref_calls_sum            0.000540    0.190000   
 j_calls_entity_id_1year_call_length_max               2.428038  808.015015   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_gaps_entity_id_3month_days_btwn_imp           inf    0.669   
 j_calls_entity_id_all_dsl_imp                             inf    0.836   
 j_calls_entity_id_all_call_length_imp                     inf    0.836   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.207   
 b_all_event_gaps_entity_id_all_days_btwn_min              inf    0.383   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.212   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.212   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.207   
 j_calls_entity_id_1year_call_length_imp                   inf    0.892   
 b_all_event_gaps_entity_id_1year_days_btwn_min            inf    0.471   
 b_all_event_gaps_entity_id_6month_days_btw_imp            inf    0.495   
 b_all_event_gaps_entity_id_6month_days_btwn_imp           inf    0.495   
 b_all_event_gaps_entity_id_5years_days_btwn_min           inf    0.383   
 b_all_event_gaps_entity_id_6month_days_btwn_min           inf    0.659   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.207   
 b_joco_event_entity_id_3month_dsl_imp                     inf    0.633   
 j_calls_entity_id_5year_dsl_imp                           inf    0.836   
 j_calls_entity_id_1year_dsl_imp                           inf    0.892   
 b_all_event_gaps_entity_id_3years_days_btwn_min           inf    0.398   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.207   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.207   
 b_joco_event_entity_id_6month_dsl_imp                     inf    0.425   
 b_all_event_gaps_entity_id_3month_days_btw_imp            inf    0.669   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.207   
 j_calls_entity_id_5year_call_length_imp                   inf    0.836   
 j_calls_entity_id_all_call_length_min            4.343472e+05    1.000   
 j_calls_entity_id_5year_call_length_min          4.343472e+05    1.000   
 j_calls_entity_id_1year_call_length_min          3.238108e+05    1.000   
 b_joco_event_entity_id_3month_dsl_min            9.815355e+04    1.000   
 b_joco_event_entity_id_6month_dsl_min            6.582716e+04    1.000   
 j_calls_entity_id_1year_dsl_min                  3.140107e+04    1.000   
 j_calls_entity_id_5year_dsl_min                  2.943212e+04    1.000   
 j_calls_entity_id_all_dsl_min                    2.943212e+04    1.000   
 b_joco_event_entity_id_1year_dsl_min             1.085470e+04    1.000   
 b_joco_event_entity_id_all_dsl_min               9.453279e+03    1.000   
 b_all_event_gaps_entity_id_3month_days_btwn_min  9.063489e+03    0.784   
 j_calls_entity_id_6month_call_length_max         5.563132e+02    0.066   
 j_calls_entity_id_6month_call_length_sum         4.218009e+02    0.066   
 j_calls_entity_id_1month_mhc_ref_calls_sum       3.518690e+02    0.000   
 j_calls_entity_id_1year_call_length_max          3.327852e+02    0.108   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_gaps_entity_id_3month_days_btwn_imp     0.00  
 j_calls_entity_id_all_dsl_imp                       0.00  
 j_calls_entity_id_all_call_length_imp               0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 j_calls_entity_id_1year_call_length_imp             0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min      0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_min     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_joco_event_entity_id_3month_dsl_imp               0.00  
 j_calls_entity_id_5year_dsl_imp                     0.00  
 j_calls_entity_id_1year_dsl_imp                     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_joco_event_entity_id_6month_dsl_imp               0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 j_calls_entity_id_5year_call_length_imp             0.00  
 j_calls_entity_id_all_call_length_min               0.99  
 j_calls_entity_id_5year_call_length_min             0.99  
 j_calls_entity_id_1year_call_length_min             1.00  
 b_joco_event_entity_id_3month_dsl_min               1.00  
 b_joco_event_entity_id_6month_dsl_min               1.00  
 j_calls_entity_id_1year_dsl_min                     1.00  
 j_calls_entity_id_5year_dsl_min                     1.00  
 j_calls_entity_id_all_dsl_min                       1.00  
 b_joco_event_entity_id_1year_dsl_min                1.00  
 b_joco_event_entity_id_all_dsl_min                  1.00  
 b_all_event_gaps_entity_id_3month_days_btwn_min     0.01  
 j_calls_entity_id_6month_call_length_max            0.99  
 j_calls_entity_id_6month_call_length_sum            0.99  
 j_calls_entity_id_1month_mhc_ref_calls_sum          0.11  
 j_calls_entity_id_1year_call_length_max             1.00  ,
 1359:                                                        (-)mean    (+)mean  \
 feature_name                                                                
 j_calls_entity_id_all_call_length_imp                 0.826147   0.000000   
 j_calls_entity_id_5year_call_length_imp               0.826147   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     223.340363   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.204700   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.204264   0.000000   
 j_calls_entity_id_all_dsl_imp                         0.826137   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.204264   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min        223.340363   0.000000   
 j_calls_entity_id_5year_dsl_imp                       0.826137   0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.477945   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_min      276.797729   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.204264   0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.204264   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min     248.786774   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.204264   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.204264   0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.204700   0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.477945   0.000000   
 b_joco_event_entity_id_6month_dsl_imp                 0.403992   0.000000   
 j_calls_entity_id_5year_call_length_min          826148.000000   1.935000   
 j_calls_entity_id_all_call_length_min            826148.000000   1.935000   
 b_joco_event_entity_id_6month_dsl_min            404036.781250   8.630000   
 j_calls_entity_id_5year_dsl_min                  826204.437500  32.009998   
 j_calls_entity_id_all_dsl_min                    826204.437500  32.009998   
 b_joco_event_entity_id_1year_dsl_min              67230.187500   8.630000   
 b_joco_event_entity_id_all_dsl_min                62353.535156   8.630000   
 j_calls_entity_id_1month_disp_screening_sum           0.000365   0.160000   
 j_calls_entity_id_1month_aggression_calls_sum         0.001532   0.630000   
 j_calls_entity_id_1month_screening_calls_sum          0.000396   0.160000   
 j_calls_entity_id_1month_hosp_ref_calls_sum           0.001563   0.610000   
 j_calls_entity_id_3month_disp_screening_sum           0.001147   0.390000   
 j_calls_entity_id_1month_disp_screening_max           0.000325   0.110000   
 j_calls_entity_id_3month_disp_mcrt_sum                0.002070   0.700000   
 j_calls_entity_id_1month_site_visit_calls_sum         0.001563   0.520000   
 j_calls_entity_id_1month_screening_calls_max          0.000365   0.120000   
 j_calls_entity_id_3month_jdc_ref_calls_sum            0.001613   0.520000   
 j_calls_entity_id_1month_fam_issue_calls_sum          0.000507   0.160000   
 j_calls_entity_id_3month_hosp_ref_calls_sum           0.004810   1.480000   
 j_calls_entity_id_1month_disp_jcmhc_sum               0.001776   0.540000   
 j_calls_entity_id_1month_fam_issue_calls_max          0.000396   0.120000   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 j_calls_entity_id_all_call_length_imp                     inf    0.826   
 j_calls_entity_id_5year_call_length_imp                   inf    0.826   
 b_all_event_gaps_entity_id_5years_days_btwn_min           inf    0.381   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.205   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.204   
 j_calls_entity_id_all_dsl_imp                             inf    0.826   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.204   
 b_all_event_gaps_entity_id_all_days_btwn_min              inf    0.381   
 j_calls_entity_id_5year_dsl_imp                           inf    0.826   
 b_all_event_gaps_entity_id_6month_days_btwn_imp           inf    0.478   
 b_all_event_gaps_entity_id_1year_days_btwn_min            inf    0.467   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.204   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.204   
 b_all_event_gaps_entity_id_3years_days_btwn_min           inf    0.402   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.204   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.204   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.205   
 b_all_event_gaps_entity_id_6month_days_btw_imp            inf    0.478   
 b_joco_event_entity_id_6month_dsl_imp                     inf    0.404   
 j_calls_entity_id_5year_call_length_min          4.269499e+05    1.000   
 j_calls_entity_id_all_call_length_min            4.269499e+05    1.000   
 b_joco_event_entity_id_6month_dsl_min            4.681770e+04    1.000   
 j_calls_entity_id_5year_dsl_min                  2.581083e+04    1.000   
 j_calls_entity_id_all_dsl_min                    2.581083e+04    1.000   
 b_joco_event_entity_id_1year_dsl_min             7.790288e+03    1.000   
 b_joco_event_entity_id_all_dsl_min               7.225207e+03    1.000   
 j_calls_entity_id_1month_disp_screening_sum      4.379955e+02    0.000   
 j_calls_entity_id_1month_aggression_calls_sum    4.111647e+02    0.001   
 j_calls_entity_id_1month_screening_calls_sum     4.043036e+02    0.000   
 j_calls_entity_id_1month_hosp_ref_calls_sum      3.903564e+02    0.001   
 j_calls_entity_id_3month_disp_screening_sum      3.401248e+02    0.001   
 j_calls_entity_id_1month_disp_screening_max      3.387622e+02    0.000   
 j_calls_entity_id_3month_disp_mcrt_sum           3.381583e+02    0.002   
 j_calls_entity_id_1month_site_visit_calls_sum    3.327628e+02    0.001   
 j_calls_entity_id_1month_screening_calls_max     3.284967e+02    0.000   
 j_calls_entity_id_3month_jdc_ref_calls_sum       3.222986e+02    0.001   
 j_calls_entity_id_1month_fam_issue_calls_sum     3.153568e+02    0.000   
 j_calls_entity_id_3month_hosp_ref_calls_sum      3.077057e+02    0.003   
 j_calls_entity_id_1month_disp_jcmhc_sum          3.040941e+02    0.001   
 j_calls_entity_id_1month_fam_issue_calls_max     3.032277e+02    0.000   
 
                                                  (+)supp  
 feature_name                                              
 j_calls_entity_id_all_call_length_imp               0.00  
 j_calls_entity_id_5year_call_length_imp             0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 j_calls_entity_id_all_dsl_imp                       0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.00  
 j_calls_entity_id_5year_dsl_imp                     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min      0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp      0.00  
 b_joco_event_entity_id_6month_dsl_imp               0.00  
 j_calls_entity_id_5year_call_length_min             0.99  
 j_calls_entity_id_all_call_length_min               0.99  
 b_joco_event_entity_id_6month_dsl_min               1.00  
 j_calls_entity_id_5year_dsl_min                     1.00  
 j_calls_entity_id_all_dsl_min                       1.00  
 b_joco_event_entity_id_1year_dsl_min                1.00  
 b_joco_event_entity_id_all_dsl_min                  1.00  
 j_calls_entity_id_1month_disp_screening_sum         0.11  
 j_calls_entity_id_1month_aggression_calls_sum       0.27  
 j_calls_entity_id_1month_screening_calls_sum        0.12  
 j_calls_entity_id_1month_hosp_ref_calls_sum         0.22  
 j_calls_entity_id_3month_disp_screening_sum         0.26  
 j_calls_entity_id_1month_disp_screening_max         0.11  
 j_calls_entity_id_3month_disp_mcrt_sum              0.22  
 j_calls_entity_id_1month_site_visit_calls_sum       0.28  
 j_calls_entity_id_1month_screening_calls_max        0.12  
 j_calls_entity_id_3month_jdc_ref_calls_sum          0.11  
 j_calls_entity_id_1month_fam_issue_calls_sum        0.12  
 j_calls_entity_id_3month_hosp_ref_calls_sum         0.35  
 j_calls_entity_id_1month_disp_jcmhc_sum             0.34  
 j_calls_entity_id_1month_fam_issue_calls_max        0.12  ,
 1364:                                                       (-)mean     (+)mean  \
 feature_name                                                                
 b_all_event_gaps_entity_id_3years_days_btwn_min    254.103180    0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp        0.212905    0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp       0.212548    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min       222.934372    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp      0.212548    0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp       0.212905    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min    227.940125    0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp          0.212548    0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp       0.212548    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp      0.212548    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp         0.212548    0.000000   
 b_joco_event_entity_id_1year_dsl_min             83072.804688    8.660000   
 b_joco_event_entity_id_all_dsl_min               77110.625000    8.660000   
 j_calls_entity_id_3month_call_length_max             0.717356  440.274994   
 j_calls_entity_id_3month_call_length_sum             1.099944  554.911011   
 j_calls_entity_id_6month_call_length_max             1.338148  455.105011   
 j_mhcserv_entity_id_1month_crisis_sum                0.000565    0.190000   
 j_calls_entity_id_1month_cope_calls_sum              0.003113    1.030000   
 j_calls_entity_id_6month_call_length_sum             2.186273  690.276001   
 j_calls_entity_id_3month_self_ref_calls_sum          0.017854    5.580000   
 j_calls_entity_id_1month_disp_jcmhc_sum              0.002131    0.650000   
 j_calls_entity_id_1month_self_ref_calls_sum          0.005522    1.680000   
 j_mhcserv_entity_id_1month_crisis_max                0.000466    0.140000   
 j_calls_entity_id_6month_self_ref_calls_sum          0.035162   10.480000   
 j_calls_entity_id_3month_cope_calls_sum              0.011033    3.260000   
 j_calls_entity_id_6month_cope_calls_sum              0.022473    6.550000   
 j_calls_entity_id_3month_disp_jcmhc_sum              0.007395    2.080000   
 j_calls_entity_id_5year_cope_calls_sum               0.125263   34.860001   
 j_calls_entity_id_all_cope_calls_sum                 0.127146   35.000000   
 j_calls_entity_id_1year_cope_calls_sum               0.045184   11.640000   
 j_calls_entity_id_6month_disp_jcmhc_sum              0.015167    3.870000   
 j_calls_entity_id_1year_self_ref_calls_sum           0.070116   17.670000   
 j_calls_entity_id_3month_mood_calls_sum              0.001180    0.290000   
 j_calls_entity_id_1month_after_hr_calls_sum          0.011202    2.700000   
 j_calls_entity_id_1month_aggression_calls_sum        0.001715    0.400000   
 j_calls_entity_id_1month_self_harm_calls_sum         0.001824    0.410000   
 j_calls_entity_id_5year_self_ref_calls_sum           0.254045   56.400002   
 j_calls_entity_id_all_self_ref_calls_sum             0.258942   57.000000   
 j_calls_entity_id_3month_after_hr_calls_sum          0.036936    7.980000   
 j_calls_entity_id_1month_disp_no_response_sum        0.008218    1.760000   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_gaps_entity_id_3years_days_btwn_min          inf    0.414     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp            inf    0.213     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.213     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min             inf    0.390     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.213     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp           inf    0.213     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min          inf    0.393     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.213     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.213     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.213     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.213     0.00  
 b_joco_event_entity_id_1year_dsl_min             9592.703125    1.000     1.00  
 b_joco_event_entity_id_all_dsl_min               8904.229492    1.000     1.00  
 j_calls_entity_id_3month_call_length_max          613.746887    0.036     0.90  
 j_calls_entity_id_3month_call_length_sum          504.490021    0.036     0.90  
 j_calls_entity_id_6month_call_length_max          340.100677    0.063     0.95  
 j_mhcserv_entity_id_1month_crisis_sum             336.253326    0.000     0.14  
 j_calls_entity_id_1month_cope_calls_sum           330.898987    0.002     0.29  
 j_calls_entity_id_6month_call_length_sum          315.731781    0.063     0.95  
 j_calls_entity_id_3month_self_ref_calls_sum       312.541962    0.011     0.41  
 j_calls_entity_id_1month_disp_jcmhc_sum           304.973938    0.002     0.33  
 j_calls_entity_id_1month_self_ref_calls_sum       304.257965    0.004     0.29  
 j_mhcserv_entity_id_1month_crisis_max             300.481689    0.000     0.14  
 j_calls_entity_id_6month_self_ref_calls_sum       298.049194    0.020     0.54  
 j_calls_entity_id_3month_cope_calls_sum           295.467896    0.008     0.47  
 j_calls_entity_id_6month_cope_calls_sum           291.459106    0.015     0.63  
 j_calls_entity_id_3month_disp_jcmhc_sum           281.262848    0.005     0.63  
 j_calls_entity_id_5year_cope_calls_sum            278.295166    0.054     0.85  
 j_calls_entity_id_all_cope_calls_sum              275.273651    0.055     0.85  
 j_calls_entity_id_1year_cope_calls_sum            257.612244    0.029     0.73  
 j_calls_entity_id_6month_disp_jcmhc_sum           255.156937    0.010     0.76  
 j_calls_entity_id_1year_self_ref_calls_sum        252.011734    0.037     0.63  
 j_calls_entity_id_3month_mood_calls_sum           245.832260    0.001     0.12  
 j_calls_entity_id_1month_after_hr_calls_sum       241.031158    0.007     0.62  
 j_calls_entity_id_1month_aggression_calls_sum     233.239304    0.001     0.22  
 j_calls_entity_id_1month_self_harm_calls_sum      224.778046    0.001     0.17  
 j_calls_entity_id_5year_self_ref_calls_sum        222.008301    0.077     0.80  
 j_calls_entity_id_all_self_ref_calls_sum          220.126785    0.077     0.80  
 j_calls_entity_id_3month_after_hr_calls_sum       216.046829    0.018     0.82  
 j_calls_entity_id_1month_disp_no_response_sum     214.163773    0.005     0.53  ,
 1369:                                                      (-)mean    (+)mean  \
 feature_name                                                              
 j_calls_entity_id_1month_aggression_calls_sum       0.001691   0.480000   
 j_calls_entity_id_1month_self_ref_calls_sum         0.006699   1.870000   
 j_adms_entity_id_1month_program_category_youth_max  0.000439   0.110000   
 j_adms_entity_id_1month_program_category_youth_sum  0.000439   0.110000   
 j_calls_entity_id_1month_cope_calls_sum             0.005326   1.290000   
 j_calls_entity_id_3month_fam_issue_calls_sum        0.001523   0.360000   
 j_calls_entity_id_1month_disp_jcmhc_sum             0.002326   0.540000   
 j_calls_entity_id_3month_self_ref_calls_sum         0.021657   5.000000   
 j_calls_entity_id_3month_cope_calls_sum             0.014893   3.360000   
 j_calls_entity_id_3month_mhc_ref_calls_sum          0.001719   0.370000   
 j_calls_entity_id_1month_after_hr_calls_sum         0.013136   2.700000   
 j_calls_entity_id_1month_disp_no_response_sum       0.010137   2.020000   
 j_calls_entity_id_6month_disp_jcmhc_sum             0.014024   2.780000   
 j_calls_entity_id_1month_hosp_ref_calls_sum         0.000860   0.170000   
 j_calls_entity_id_6month_self_ref_calls_sum         0.041390   8.060000   
 j_calls_entity_id_1month_site_visit_calls_sum       0.001850   0.360000   
 j_calls_entity_id_3month_disp_jcmhc_sum             0.006400   1.210000   
 j_calls_entity_id_6month_cope_calls_sum             0.027207   5.130000   
 b_all_event_h_vh_entity_id_1month_total_count       0.003410   0.600000   
 j_calls_entity_id_1month_aggression_calls_max       0.001261   0.220000   
 j_calls_entity_id_3month_aggression_calls_sum       0.006073   1.050000   
 j_calls_entity_id_1month_call_length_sum            0.372406  63.869999   
 j_calls_entity_id_6month_fam_issue_calls_sum        0.003382   0.580000   
 j_calls_entity_id_1month_disp_jcmhc_max             0.001822   0.310000   
 j_calls_entity_id_1month_hosp_ref_calls_max         0.000654   0.110000   
 j_calls_entity_id_3month_after_hr_calls_sum         0.040325   6.710000   
 b_ambulance_subst_entity_id_1month_total_count      0.001084   0.180000   
 j_calls_entity_id_3month_screening_calls_sum        0.000850   0.140000   
 j_calls_entity_id_3month_disp_no_response_sum       0.031393   5.160000   
 j_calls_entity_id_1month_self_harm_calls_sum        0.002149   0.350000   
 j_mhcserv_entity_id_6month_crisis_sum               0.003279   0.530000   
 j_calls_entity_id_6month_mhc_ref_calls_sum          0.002934   0.470000   
 j_calls_entity_id_3month_hosp_ref_calls_sum         0.002635   0.420000   
 j_calls_entity_id_1month_total_count                0.025180   3.970000   
 j_calls_entity_id_1year_fam_issue_calls_sum         0.007129   1.110000   
 j_calls_entity_id_1year_disp_jcmhc_sum              0.030197   4.590000   
 j_calls_entity_id_1year_self_ref_calls_sum          0.080453  12.140000   
 j_calls_entity_id_6month_aggression_calls_sum       0.011735   1.770000   
 b_ambulance_entity_id_3month_alcohol_sum            0.003130   0.470000   
 j_calls_entity_id_3month_screening_calls_max        0.000738   0.110000   
 
                                                          ratio  (-)supp  \
 feature_name                                                              
 j_calls_entity_id_1month_aggression_calls_sum       283.839111    0.001   
 j_calls_entity_id_1month_self_ref_calls_sum         279.146393    0.004   
 j_adms_entity_id_1month_program_category_youth_max  250.498077    0.000   
 j_adms_entity_id_1month_program_category_youth_sum  250.498077    0.000   
 j_calls_entity_id_1month_cope_calls_sum             242.228043    0.004   
 j_calls_entity_id_3month_fam_issue_calls_sum        236.387497    0.001   
 j_calls_entity_id_1month_disp_jcmhc_sum             232.115417    0.002   
 j_calls_entity_id_3month_self_ref_calls_sum         230.869278    0.012   
 j_calls_entity_id_3month_cope_calls_sum             225.611130    0.009   
 j_calls_entity_id_3month_mhc_ref_calls_sum          215.225388    0.001   
 j_calls_entity_id_1month_after_hr_calls_sum         205.536057    0.008   
 j_calls_entity_id_1month_disp_no_response_sum       199.265091    0.006   
 j_calls_entity_id_6month_disp_jcmhc_sum             198.231964    0.009   
 j_calls_entity_id_1month_hosp_ref_calls_sum         197.774673    0.001   
 j_calls_entity_id_6month_self_ref_calls_sum         194.733612    0.021   
 j_calls_entity_id_1month_site_visit_calls_sum       194.601822    0.002   
 j_calls_entity_id_3month_disp_jcmhc_sum             189.062073    0.005   
 j_calls_entity_id_6month_cope_calls_sum             188.553925    0.015   
 b_all_event_h_vh_entity_id_1month_total_count       175.941376    0.003   
 j_calls_entity_id_1month_aggression_calls_max       174.420883    0.001   
 j_calls_entity_id_3month_aggression_calls_sum       172.896225    0.004   
 j_calls_entity_id_1month_call_length_sum            171.506302    0.013   
 j_calls_entity_id_6month_fam_issue_calls_sum        171.486130    0.003   
 j_calls_entity_id_1month_disp_jcmhc_max             170.151840    0.002   
 j_calls_entity_id_1month_hosp_ref_calls_max         168.191574    0.001   
 j_calls_entity_id_3month_after_hr_calls_sum         166.398987    0.019   
 b_ambulance_subst_entity_id_1month_total_count      166.082596    0.001   
 j_calls_entity_id_3month_screening_calls_sum        164.663071    0.001   
 j_calls_entity_id_3month_disp_no_response_sum       164.369019    0.016   
 j_calls_entity_id_1month_self_harm_calls_sum        162.873260    0.002   
 j_mhcserv_entity_id_6month_crisis_sum               161.613754    0.002   
 j_calls_entity_id_6month_mhc_ref_calls_sum          160.205643    0.002   
 j_calls_entity_id_3month_hosp_ref_calls_sum         159.407867    0.002   
 j_calls_entity_id_1month_total_count                157.667191    0.014   
 j_calls_entity_id_1year_fam_issue_calls_sum         155.706970    0.005   
 j_calls_entity_id_1year_disp_jcmhc_sum              152.002579    0.018   
 j_calls_entity_id_1year_self_ref_calls_sum          150.894943    0.037   
 j_calls_entity_id_6month_aggression_calls_sum       150.831909    0.007   
 b_ambulance_entity_id_3month_alcohol_sum            150.162888    0.003   
 j_calls_entity_id_3month_screening_calls_max        149.030502    0.001   
 
                                                     (+)supp  
 feature_name                                                 
 j_calls_entity_id_1month_aggression_calls_sum          0.22  
 j_calls_entity_id_1month_self_ref_calls_sum            0.32  
 j_adms_entity_id_1month_program_category_youth_max     0.11  
 j_adms_entity_id_1month_program_category_youth_sum     0.11  
 j_calls_entity_id_1month_cope_calls_sum                0.35  
 j_calls_entity_id_3month_fam_issue_calls_sum           0.15  
 j_calls_entity_id_1month_disp_jcmhc_sum                0.31  
 j_calls_entity_id_3month_self_ref_calls_sum            0.40  
 j_calls_entity_id_3month_cope_calls_sum                0.46  
 j_calls_entity_id_3month_mhc_ref_calls_sum             0.18  
 j_calls_entity_id_1month_after_hr_calls_sum            0.59  
 j_calls_entity_id_1month_disp_no_response_sum          0.52  
 j_calls_entity_id_6month_disp_jcmhc_sum                0.65  
 j_calls_entity_id_1month_hosp_ref_calls_sum            0.11  
 j_calls_entity_id_6month_self_ref_calls_sum            0.51  
 j_calls_entity_id_1month_site_visit_calls_sum          0.19  
 j_calls_entity_id_3month_disp_jcmhc_sum                0.48  
 j_calls_entity_id_6month_cope_calls_sum                0.51  
 b_all_event_h_vh_entity_id_1month_total_count          0.34  
 j_calls_entity_id_1month_aggression_calls_max          0.22  
 j_calls_entity_id_3month_aggression_calls_sum          0.32  
 j_calls_entity_id_1month_call_length_sum               0.74  
 j_calls_entity_id_6month_fam_issue_calls_sum           0.21  
 j_calls_entity_id_1month_disp_jcmhc_max                0.31  
 j_calls_entity_id_1month_hosp_ref_calls_max            0.11  
 j_calls_entity_id_3month_after_hr_calls_sum            0.75  
 b_ambulance_subst_entity_id_1month_total_count         0.12  
 j_calls_entity_id_3month_screening_calls_sum           0.11  
 j_calls_entity_id_3month_disp_no_response_sum          0.67  
 j_calls_entity_id_1month_self_harm_calls_sum           0.21  
 j_mhcserv_entity_id_6month_crisis_sum                  0.18  
 j_calls_entity_id_6month_mhc_ref_calls_sum             0.22  
 j_calls_entity_id_3month_hosp_ref_calls_sum            0.20  
 j_calls_entity_id_1month_total_count                   0.74  
 j_calls_entity_id_1year_fam_issue_calls_sum            0.27  
 j_calls_entity_id_1year_disp_jcmhc_sum                 0.69  
 j_calls_entity_id_1year_self_ref_calls_sum             0.58  
 j_calls_entity_id_6month_aggression_calls_sum          0.43  
 b_ambulance_entity_id_3month_alcohol_sum               0.15  
 j_calls_entity_id_3month_screening_calls_max           0.11  ,
 1374:                                                   (-)mean  (+)mean  \
 feature_name                                                         
 b_all_event_gaps_entity_id_3years_days_btw_imp   0.202764     0.00   
 b_all_event_gaps_entity_id_3month_days_btwn_imp  0.727249     0.00   
 b_all_event_gaps_entity_id_all_days_btwn_imp     0.202764     0.00   
 b_all_event_gaps_entity_id_3month_days_btw_imp   0.727249     0.00   
 b_all_event_gaps_entity_id_6month_days_btwn_imp  0.501757     0.00   
 b_all_event_gaps_entity_id_1year_days_btwn_imp   0.203085     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_imp  0.202764     0.00   
 b_all_event_gaps_entity_id_all_days_btw_imp      0.202764     0.00   
 b_all_event_gaps_entity_id_3years_days_btwn_imp  0.202764     0.00   
 b_all_event_gaps_entity_id_6month_days_btw_imp   0.501757     0.00   
 b_all_event_gaps_entity_id_1year_days_btw_imp    0.203085     0.00   
 b_all_event_gaps_entity_id_5years_days_btw_imp   0.202764     0.00   
 j_mhcserv_entity_id_1month_crisis_sum            0.000330     0.19   
 j_calls_entity_id_1month_screening_calls_sum     0.000241     0.12   
 j_calls_entity_id_1month_disp_jcmhc_sum          0.002693     1.34   
 j_calls_entity_id_1month_screening_calls_max     0.000223     0.11   
 j_calls_entity_id_1month_anxiety_calls_sum       0.001436     0.67   
 j_mhcserv_entity_id_1month_crisis_max            0.000267     0.12   
 j_calls_entity_id_1month_aggression_calls_sum    0.001275     0.56   
 j_calls_entity_id_3month_disp_screening_sum      0.000580     0.24   
 j_calls_entity_id_3month_screening_calls_sum     0.000588     0.24   
 j_calls_entity_id_1month_hosp_ref_calls_sum      0.001141     0.45   
 j_calls_entity_id_3month_hosp_ref_calls_sum      0.002523     0.98   
 j_calls_entity_id_3month_disp_mcrt_sum           0.001222     0.47   
 j_calls_entity_id_3month_fam_issue_calls_sum     0.001596     0.60   
 j_calls_entity_id_3month_disp_jcmhc_sum          0.008569     3.21   
 j_calls_entity_id_1month_fam_issue_calls_sum     0.000606     0.22   
 j_calls_entity_id_3month_aggression_calls_sum    0.004191     1.45   
 j_calls_entity_id_6month_disp_jcmhc_sum          0.014418     4.98   
 j_calls_entity_id_1month_self_ref_calls_sum      0.009817     3.35   
 j_calls_entity_id_3month_anxiety_calls_sum       0.003968     1.26   
 j_calls_entity_id_6month_fam_issue_calls_sum     0.003148     0.97   
 j_calls_entity_id_1month_aggression_calls_max    0.001016     0.31   
 j_calls_entity_id_1month_after_hr_calls_sum      0.014793     4.43   
 j_calls_entity_id_3month_screening_calls_max     0.000544     0.16   
 j_calls_entity_id_1month_fam_issue_calls_max     0.000481     0.14   
 j_calls_entity_id_3month_self_ref_calls_sum      0.026625     7.59   
 j_calls_entity_id_1month_site_visit_calls_sum    0.001248     0.35   
 j_calls_entity_id_1month_disp_jcmhc_max          0.002104     0.58   
 j_calls_entity_id_3month_site_visit_calls_sum    0.002791     0.74   
 
                                                       ratio  (-)supp  (+)supp  
 feature_name                                                                   
 b_all_event_gaps_entity_id_3years_days_btw_imp          inf    0.203     0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp         inf    0.727     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp            inf    0.203     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp          inf    0.727     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp         inf    0.502     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp          inf    0.203     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp         inf    0.203     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp             inf    0.203     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp         inf    0.203     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp          inf    0.502     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp           inf    0.203     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp          inf    0.203     0.00  
 j_mhcserv_entity_id_1month_crisis_sum            575.905396    0.000     0.12  
 j_calls_entity_id_1month_screening_calls_sum     498.444427    0.000     0.11  
 j_calls_entity_id_1month_disp_jcmhc_sum          497.619202    0.002     0.58  
 j_calls_entity_id_1month_screening_calls_max     493.459991    0.000     0.11  
 j_calls_entity_id_1month_anxiety_calls_sum       466.711182    0.001     0.17  
 j_mhcserv_entity_id_1month_crisis_max            448.599976    0.000     0.12  
 j_calls_entity_id_1month_aggression_calls_sum    439.188812    0.001     0.31  
 j_calls_entity_id_3month_disp_screening_sum      414.092316    0.001     0.14  
 j_calls_entity_id_3month_screening_calls_sum     407.818176    0.001     0.16  
 j_calls_entity_id_1month_hosp_ref_calls_sum      394.277313    0.001     0.15  
 j_calls_entity_id_3month_hosp_ref_calls_sum      388.363953    0.001     0.27  
 j_calls_entity_id_3month_disp_mcrt_sum           384.748169    0.001     0.19  
 j_calls_entity_id_3month_fam_issue_calls_sum     375.921814    0.001     0.19  
 j_calls_entity_id_3month_disp_jcmhc_sum          374.611328    0.006     0.74  
 j_calls_entity_id_1month_fam_issue_calls_sum     362.838226    0.000     0.14  
 j_calls_entity_id_3month_aggression_calls_sum    345.994690    0.003     0.46  
 j_calls_entity_id_6month_disp_jcmhc_sum          345.397034    0.009     0.80  
 j_calls_entity_id_1month_self_ref_calls_sum      341.237488    0.005     0.35  
 j_calls_entity_id_3month_anxiety_calls_sum       317.548309    0.003     0.23  
 j_calls_entity_id_6month_fam_issue_calls_sum     308.174225    0.003     0.27  
 j_calls_entity_id_1month_aggression_calls_max    304.969299    0.001     0.31  
 j_calls_entity_id_1month_after_hr_calls_sum      299.472260    0.008     0.79  
 j_calls_entity_id_3month_screening_calls_max     294.163940    0.001     0.16  
 j_calls_entity_id_1month_fam_issue_calls_max     290.759247    0.000     0.14  
 j_calls_entity_id_3month_self_ref_calls_sum      285.069824    0.012     0.51  
 j_calls_entity_id_1month_site_visit_calls_sum    280.375000    0.001     0.28  
 j_calls_entity_id_1month_disp_jcmhc_max          275.622894    0.002     0.58  
 j_calls_entity_id_3month_site_visit_calls_sum    265.146973    0.002     0.40  ,
 1379:                                                     (-)mean     (+)mean  \
 feature_name                                                              
 b_all_event_gaps_entity_id_all_days_btw_imp        0.190367    0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp      0.191779    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp    0.190367    0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp     0.494223    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp       0.190367    0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp    0.494223    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp    0.190367    0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp     0.190367    0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp     0.190367    0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp     0.191779    0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_min   244.848587    0.030000   
 b_all_event_gaps_entity_id_3years_days_btwn_min  221.556366    0.030000   
 b_all_event_gaps_entity_id_5years_days_btwn_min  202.157288    0.030000   
 b_all_event_gaps_entity_id_all_days_btwn_min     184.661560    0.030000   
 b_all_event_gaps_entity_id_6month_days_btwn_min  240.339661    0.040000   
 j_calls_entity_id_1month_mood_calls_sum            0.000311    0.190000   
 j_calls_entity_id_1month_mood_calls_max            0.000266    0.110000   
 j_calls_entity_id_1month_disp_jcmhc_sum            0.002984    1.080000   
 j_calls_entity_id_3month_mood_calls_sum            0.001163    0.400000   
 j_mhcserv_entity_id_6month_crisis_sum              0.001945    0.650000   
 j_calls_entity_id_1month_call_length_sum           0.402237  130.845001   
 j_calls_entity_id_6month_fam_issue_calls_sum       0.003774    1.220000   
 j_calls_entity_id_1month_fam_issue_calls_sum       0.000746    0.240000   
 j_calls_entity_id_3month_fam_issue_calls_sum       0.002034    0.650000   
 j_calls_entity_id_3month_self_ref_calls_sum        0.028817    8.400000   
 j_calls_entity_id_1month_self_ref_calls_sum        0.009990    2.840000   
 j_calls_entity_id_1month_call_length_max           0.284005   80.010002   
 j_calls_entity_id_3month_disp_jcmhc_sum            0.009351    2.600000   
 j_calls_entity_id_1month_after_hr_calls_sum        0.014972    4.160000   
 j_mhcserv_entity_id_1year_crisis_sum               0.004138    1.110000   
 j_calls_entity_id_6month_disp_jcmhc_sum            0.019412    5.170000   
 j_calls_entity_id_1year_fam_issue_calls_sum        0.007166    1.900000   
 j_calls_entity_id_6month_mood_calls_sum            0.002753    0.720000   
 j_calls_entity_id_6month_self_ref_calls_sum        0.061718   16.120001   
 j_calls_entity_id_1month_disp_no_response_sum      0.011411    2.910000   
 j_calls_entity_id_3month_hosp_ref_calls_sum        0.002611    0.660000   
 j_calls_entity_id_3month_after_hr_calls_sum        0.044694   10.960000   
 j_calls_entity_id_6month_after_hr_calls_sum        0.089726   21.280001   
 j_calls_entity_id_3month_disp_no_response_sum      0.033585    7.940000   
 j_calls_entity_id_1year_disp_jcmhc_sum             0.035335    8.340000   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.190     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp            inf    0.192     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.190     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp           inf    0.494     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.190     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp          inf    0.494     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.190     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.190     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.190     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp           inf    0.192     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min   8161.620117    0.420     0.01  
 b_all_event_gaps_entity_id_3years_days_btwn_min  7385.212402    0.365     0.01  
 b_all_event_gaps_entity_id_5years_days_btwn_min  6738.576660    0.350     0.01  
 b_all_event_gaps_entity_id_all_days_btwn_min     6155.385742    0.339     0.01  
 b_all_event_gaps_entity_id_6month_days_btwn_min  6008.491211    0.659     0.02  
 j_calls_entity_id_1month_mood_calls_sum           611.306030    0.000     0.11  
 j_calls_entity_id_1month_mood_calls_max           412.899658    0.000     0.11  
 j_calls_entity_id_1month_disp_jcmhc_sum           361.957520    0.002     0.37  
 j_calls_entity_id_3month_mood_calls_sum           343.844269    0.001     0.13  
 j_mhcserv_entity_id_6month_crisis_sum             334.227600    0.001     0.25  
 j_calls_entity_id_1month_call_length_sum          325.293335    0.014     0.58  
 j_calls_entity_id_6month_fam_issue_calls_sum      323.254059    0.003     0.30  
 j_calls_entity_id_1month_fam_issue_calls_sum      321.739990    0.001     0.14  
 j_calls_entity_id_3month_fam_issue_calls_sum      319.632538    0.002     0.26  
 j_calls_entity_id_3month_self_ref_calls_sum       291.499390    0.014     0.47  
 j_calls_entity_id_1month_self_ref_calls_sum       284.275146    0.005     0.32  
 j_calls_entity_id_1month_call_length_max          281.720551    0.014     0.58  
 j_calls_entity_id_3month_disp_jcmhc_sum           278.046906    0.006     0.60  
 j_calls_entity_id_1month_after_hr_calls_sum       277.848999    0.008     0.54  
 j_mhcserv_entity_id_1year_crisis_sum              268.231750    0.002     0.35  
 j_calls_entity_id_6month_disp_jcmhc_sum           266.325958    0.012     0.70  
 j_calls_entity_id_1year_fam_issue_calls_sum       265.126526    0.005     0.34  
 j_calls_entity_id_6month_mood_calls_sum           261.543488    0.002     0.19  
 j_calls_entity_id_6month_self_ref_calls_sum       261.188080    0.026     0.59  
 j_calls_entity_id_1month_disp_no_response_sum     255.013397    0.007     0.51  
 j_calls_entity_id_3month_hosp_ref_calls_sum       252.795715    0.001     0.18  
 j_calls_entity_id_3month_after_hr_calls_sum       245.220490    0.018     0.74  
 j_calls_entity_id_6month_after_hr_calls_sum       237.165451    0.032     0.85  
 j_calls_entity_id_3month_disp_no_response_sum     236.413391    0.016     0.68  
 j_calls_entity_id_1year_disp_jcmhc_sum            236.028915    0.019     0.75  ,
 1384:                                                     (-)mean  (+)mean  \
 feature_name                                                           
 b_all_event_gaps_entity_id_3years_days_btw_imp     0.136462     0.00   
 b_all_event_gaps_entity_id_3years_days_btwn_imp    0.136462     0.00   
 b_all_event_gaps_entity_id_all_days_btw_imp        0.136462     0.00   
 b_all_event_gaps_entity_id_6month_days_btw_imp     0.291375     0.00   
 b_all_event_gaps_entity_id_all_days_btwn_imp       0.136462     0.00   
 b_all_event_gaps_entity_id_5years_days_btw_imp     0.136462     0.00   
 b_all_event_gaps_entity_id_6month_days_btwn_imp    0.291375     0.00   
 b_all_event_gaps_entity_id_1year_days_btwn_imp     0.137271     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_imp    0.136462     0.00   
 b_all_event_gaps_entity_id_1year_days_btw_imp      0.137271     0.00   
 b_all_event_gaps_entity_id_1year_days_btwn_min   154.426193     0.03   
 b_all_event_gaps_entity_id_3years_days_btwn_min  140.072723     0.03   
 b_all_event_gaps_entity_id_5years_days_btwn_min  128.791595     0.03   
 b_all_event_gaps_entity_id_all_days_btwn_min     116.141129     0.03   
 j_calls_entity_id_1month_disp_jcmhc_sum            0.002314     2.65   
 j_calls_entity_id_3month_disp_jcmhc_sum            0.007732     6.83   
 b_ambulance_entity_id_3month_suicidal_sum          0.000278     0.23   
 j_calls_entity_id_6month_disp_jcmhc_sum            0.015658    12.07   
 j_calls_entity_id_1month_crisis_calls_sum          0.003089     1.98   
 j_calls_entity_id_1year_disp_jcmhc_sum             0.027078    15.60   
 b_ambulance_entity_id_6month_suicidal_sum          0.000663     0.38   
 b_ambulance_entity_id_3month_suicidal_max          0.000273     0.15   
 j_calls_entity_id_1month_aggression_calls_sum      0.000775     0.40   
 j_calls_entity_id_3month_crisis_calls_sum          0.010041     5.18   
 j_calls_entity_id_3month_mhc_ref_calls_sum         0.001583     0.81   
 j_calls_entity_id_1year_crisis_calls_sum           0.020072     9.93   
 j_calls_entity_id_6month_crisis_calls_sum          0.020072     9.93   
 j_calls_entity_id_5year_crisis_calls_sum           0.020072     9.93   
 j_calls_entity_id_all_crisis_calls_sum             0.020072     9.93   
 b_all_event_gaps_entity_id_6month_days_btwn_min  122.690689     0.26   
 b_ambulance_entity_id_1month_alcohol_sum           0.000580     0.27   
 j_calls_entity_id_3month_homeless_calls_sum        0.001252     0.58   
 j_calls_entity_id_1month_mhc_ref_calls_sum         0.000502     0.23   
 b_ambulance_entity_id_6month_alcohol_sum           0.003279     1.47   
 b_ambulance_entity_id_3month_alcohol_sum           0.001637     0.72   
 b_ambulance_entity_id_1year_suicidal_sum           0.001345     0.59   
 j_calls_entity_id_1month_after_hr_calls_sum        0.006577     2.88   
 j_calls_entity_id_1month_disp_jcmhc_max            0.001272     0.55   
 j_calls_entity_id_1month_self_ref_calls_sum        0.003571     1.54   
 j_calls_entity_id_1month_aggression_calls_max      0.000565     0.24   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.136     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.136     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.136     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp           inf    0.291     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.136     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.136     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp          inf    0.291     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp           inf    0.137     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.136     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp            inf    0.137     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min   5147.540039    0.677     0.01  
 b_all_event_gaps_entity_id_3years_days_btwn_min  4669.090820    0.632     0.01  
 b_all_event_gaps_entity_id_5years_days_btwn_min  4293.053223    0.616     0.01  
 b_all_event_gaps_entity_id_all_days_btwn_min     3871.371094    0.600     0.01  
 j_calls_entity_id_1month_disp_jcmhc_sum          1145.123535    0.001     0.55  
 j_calls_entity_id_3month_disp_jcmhc_sum           883.372437    0.003     0.70  
 b_ambulance_entity_id_3month_suicidal_sum         828.234009    0.000     0.15  
 j_calls_entity_id_6month_disp_jcmhc_sum           770.835144    0.006     0.72  
 j_calls_entity_id_1month_crisis_calls_sum         641.026550    0.002     0.45  
 j_calls_entity_id_1year_disp_jcmhc_sum            576.110962    0.011     0.73  
 b_ambulance_entity_id_6month_suicidal_sum         573.514954    0.001     0.22  
 b_ambulance_entity_id_3month_suicidal_max         549.798218    0.000     0.15  
 j_calls_entity_id_1month_aggression_calls_sum     516.372375    0.001     0.24  
 j_calls_entity_id_3month_crisis_calls_sum         515.883728    0.005     0.62  
 j_calls_entity_id_3month_mhc_ref_calls_sum        511.566071    0.001     0.38  
 j_calls_entity_id_1year_crisis_calls_sum          494.711639    0.009     0.74  
 j_calls_entity_id_6month_crisis_calls_sum         494.711639    0.009     0.74  
 j_calls_entity_id_5year_crisis_calls_sum          494.711639    0.009     0.74  
 j_calls_entity_id_all_crisis_calls_sum            494.711639    0.009     0.74  
 b_all_event_gaps_entity_id_6month_days_btwn_min   471.887268    0.799     0.02  
 b_ambulance_entity_id_1month_alcohol_sum          465.711456    0.001     0.16  
 j_calls_entity_id_3month_homeless_calls_sum       463.228149    0.001     0.14  
 j_calls_entity_id_1month_mhc_ref_calls_sum        458.343109    0.000     0.14  
 b_ambulance_entity_id_6month_alcohol_sum          448.334717    0.003     0.30  
 b_ambulance_entity_id_3month_alcohol_sum          439.838562    0.001     0.25  
 b_ambulance_entity_id_1year_suicidal_sum          438.776154    0.001     0.28  
 j_calls_entity_id_1month_after_hr_calls_sum       437.883728    0.004     0.56  
 j_calls_entity_id_1month_disp_jcmhc_max           432.536011    0.001     0.55  
 j_calls_entity_id_1month_self_ref_calls_sum       431.237793    0.002     0.30  
 j_calls_entity_id_1month_aggression_calls_max     424.671692    0.001     0.24  ,
 1389:                                                   (-)mean     (+)mean  \
 feature_name                                                            
 b_all_event_gaps_entity_id_1year_days_btw_imp    0.163257    0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp   0.163257    0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp   0.162939    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp     0.162939    0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp  0.649445    0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp   0.649445    0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp   0.162939    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp  0.162939    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp  0.162939    0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp      0.162939    0.000000   
 j_calls_entity_id_1month_disp_jcmhc_sum          0.001538    2.470000   
 j_calls_entity_id_1month_crisis_calls_sum        0.002719    3.880000   
 j_calls_entity_id_1month_self_ref_calls_sum      0.002988    3.530000   
 j_calls_entity_id_3month_disp_jcmhc_sum          0.004973    5.850000   
 j_calls_entity_id_3month_crisis_calls_sum        0.008245    8.820000   
 j_calls_entity_id_6month_disp_jcmhc_sum          0.011052   10.980000   
 j_calls_entity_id_3month_self_ref_calls_sum      0.009284    8.050000   
 j_calls_entity_id_6month_crisis_calls_sum        0.018214   15.220000   
 j_calls_entity_id_1year_disp_jcmhc_sum           0.026622   19.930000   
 j_calls_entity_id_1month_after_hr_calls_sum      0.004819    3.490000   
 j_calls_entity_id_6month_self_ref_calls_sum      0.019686   13.380000   
 j_calls_entity_id_1year_crisis_calls_sum         0.036649   24.580000   
 j_calls_entity_id_all_crisis_calls_sum           0.036649   24.580000   
 j_calls_entity_id_5year_crisis_calls_sum         0.036649   24.580000   
 b_ambulance_entity_id_1month_alcohol_sum         0.000473    0.310000   
 j_calls_entity_id_5year_self_ref_calls_sum       0.141463   79.809998   
 j_calls_entity_id_all_self_ref_calls_sum         0.180919  102.029999   
 b_ambulance_subst_entity_id_1month_total_count   0.000579    0.310000   
 j_calls_entity_id_1month_disp_no_action_sum      0.003117    1.640000   
 j_calls_entity_id_3month_after_hr_calls_sum      0.015756    8.260000   
 j_calls_entity_id_1month_cope_calls_sum          0.010433    5.190000   
 j_calls_entity_id_1year_self_ref_calls_sum       0.044823   21.889999   
 j_calls_entity_id_1month_mhc_ref_calls_sum       0.000433    0.210000   
 b_ambulance_entity_id_3month_alcohol_sum         0.001512    0.720000   
 b_ambulance_entity_id_6month_psy_substance_sum   0.000340    0.160000   
 j_calls_entity_id_5year_disp_jcmhc_sum           0.066980   31.290001   
 j_calls_entity_id_all_disp_jcmhc_sum             0.072170   33.459999   
 j_calls_entity_id_all_disp_no_response_sum       0.150128   67.620003   
 j_calls_entity_id_1month_call_length_sum         0.182824   81.464996   
 b_ambulance_entity_id_6month_alcohol_sum         0.003311    1.440000   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_gaps_entity_id_1year_days_btw_imp            inf    0.163     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp           inf    0.163     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.163     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.163     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp          inf    0.649     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp           inf    0.649     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.163     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.163     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.163     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.163     0.00  
 j_calls_entity_id_1month_disp_jcmhc_sum          1605.507080    0.001     0.33  
 j_calls_entity_id_1month_crisis_calls_sum        1427.089233    0.002     0.40  
 j_calls_entity_id_1month_self_ref_calls_sum      1181.197510    0.002     0.30  
 j_calls_entity_id_3month_disp_jcmhc_sum          1176.245117    0.003     0.43  
 j_calls_entity_id_3month_crisis_calls_sum        1069.754883    0.005     0.59  
 j_calls_entity_id_6month_disp_jcmhc_sum           993.474731    0.004     0.53  
 j_calls_entity_id_3month_self_ref_calls_sum       867.103882    0.006     0.46  
 j_calls_entity_id_6month_crisis_calls_sum         835.626099    0.009     0.67  
 j_calls_entity_id_1year_disp_jcmhc_sum            748.619385    0.008     0.60  
 j_calls_entity_id_1month_after_hr_calls_sum       724.258240    0.003     0.50  
 j_calls_entity_id_6month_self_ref_calls_sum       679.669739    0.011     0.53  
 j_calls_entity_id_1year_crisis_calls_sum          670.690063    0.015     0.73  
 j_calls_entity_id_all_crisis_calls_sum            670.690063    0.015     0.73  
 j_calls_entity_id_5year_crisis_calls_sum          670.690063    0.015     0.73  
 b_ambulance_entity_id_1month_alcohol_sum          655.348694    0.000     0.17  
 j_calls_entity_id_5year_self_ref_calls_sum        564.177063    0.041     0.68  
 j_calls_entity_id_all_self_ref_calls_sum          563.954834    0.047     0.69  
 b_ambulance_subst_entity_id_1month_total_count    535.284790    0.001     0.17  
 j_calls_entity_id_1month_disp_no_action_sum       526.198059    0.002     0.37  
 j_calls_entity_id_3month_after_hr_calls_sum       524.248108    0.008     0.67  
 j_calls_entity_id_1month_cope_calls_sum           497.450500    0.006     0.58  
 j_calls_entity_id_1year_self_ref_calls_sum        488.365692    0.020     0.60  
 j_calls_entity_id_1month_mhc_ref_calls_sum        484.716431    0.000     0.12  
 b_ambulance_entity_id_3month_alcohol_sum          476.212646    0.001     0.25  
 b_ambulance_entity_id_6month_psy_substance_sum    470.028046    0.000     0.11  
 j_calls_entity_id_5year_disp_jcmhc_sum            467.152649    0.021     0.67  
 j_calls_entity_id_all_disp_jcmhc_sum              463.625458    0.022     0.69  
 j_calls_entity_id_all_disp_no_response_sum        450.417023    0.034     0.67  
 j_calls_entity_id_1month_call_length_sum          445.592163    0.007     0.60  
 b_ambulance_entity_id_6month_alcohol_sum          434.885803    0.003     0.34  ,
 1394:                                                     (-)mean    (+)mean  \
 feature_name                                                             
 b_all_event_gaps_entity_id_all_days_btwn_imp       0.218926   0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp    0.564986   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_min   282.247009   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min  223.625168   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp    0.218926   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp     0.218926   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min  241.174210   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp    0.218926   0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp        0.218926   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min     194.338333   0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp      0.220266   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp     0.220266   0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp     0.564986   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp     0.218926   0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_min  229.058151   0.050000   
 j_calls_entity_id_1month_disp_jcmhc_sum            0.002334   1.700000   
 b_ambulance_entity_id_1month_alcohol_sum           0.000797   0.570000   
 j_calls_entity_id_6month_disp_jcmhc_sum            0.014642  10.410000   
 j_calls_entity_id_3month_disp_jcmhc_sum            0.007419   4.920000   
 b_ambulance_entity_id_1month_suicidal_sum          0.000196   0.120000   
 b_ambulance_subst_entity_id_1month_total_count     0.000954   0.580000   
 j_calls_entity_id_1year_disp_jcmhc_sum             0.032558  18.930000   
 j_calls_entity_id_6month_crisis_calls_sum          0.027695  15.740000   
 b_ambulance_entity_id_1month_suicidal_max          0.000196   0.110000   
 j_calls_entity_id_3month_crisis_calls_sum          0.014413   8.020000   
 b_ambulance_entity_id_6month_alcohol_sum           0.004523   2.480000   
 j_calls_entity_id_1month_crisis_calls_sum          0.004942   2.620000   
 b_ambulance_entity_id_3month_alcohol_sum           0.002510   1.260000   
 j_calls_entity_id_1year_crisis_calls_sum           0.057076  27.040001   
 j_calls_entity_id_3month_disp_911_sum              0.000340   0.160000   
 j_calls_entity_id_6month_self_ref_calls_sum        0.030192  13.670000   
 b_ambulance_subst_entity_id_6month_total_count     0.005621   2.520000   
 j_calls_entity_id_5year_disp_911_sum               0.000523   0.230000   
 j_calls_entity_id_1year_disp_911_sum               0.000523   0.230000   
 j_calls_entity_id_6month_disp_911_sum              0.000523   0.230000   
 j_calls_entity_id_all_disp_911_sum                 0.000523   0.230000   
 j_calls_entity_id_3month_self_ref_calls_sum        0.016158   6.760000   
 b_ambulance_subst_entity_id_3month_total_count     0.003124   1.270000   
 b_ambulance_entity_id_6month_suicidal_sum          0.001039   0.420000   
 j_calls_entity_id_all_crisis_calls_sum             0.081961  32.490002   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.219     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp          inf    0.565     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min           inf    0.532     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min          inf    0.470     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.219     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.219     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min          inf    0.483     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.219     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.219     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min             inf    0.453     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp            inf    0.220     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp           inf    0.220     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp           inf    0.565     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.219     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_min  4581.163086    0.719     0.02  
 j_calls_entity_id_1month_disp_jcmhc_sum           728.514343    0.001     0.32  
 b_ambulance_entity_id_1month_alcohol_sum          714.780029    0.001     0.29  
 j_calls_entity_id_6month_disp_jcmhc_sum           710.984375    0.006     0.52  
 j_calls_entity_id_3month_disp_jcmhc_sum           663.172668    0.004     0.47  
 b_ambulance_entity_id_1month_suicidal_sum         611.951965    0.000     0.11  
 b_ambulance_subst_entity_id_1month_total_count    607.760559    0.001     0.29  
 j_calls_entity_id_1year_disp_jcmhc_sum            581.421997    0.011     0.56  
 j_calls_entity_id_6month_crisis_calls_sum         568.333984    0.012     0.62  
 b_ambulance_entity_id_1month_suicidal_max         560.955994    0.000     0.11  
 j_calls_entity_id_3month_crisis_calls_sum         556.446167    0.007     0.53  
 b_ambulance_entity_id_6month_alcohol_sum          548.280701    0.004     0.52  
 j_calls_entity_id_1month_crisis_calls_sum         530.196472    0.003     0.40  
 b_ambulance_entity_id_3month_alcohol_sum          501.991882    0.002     0.42  
 j_calls_entity_id_1year_crisis_calls_sum          473.751221    0.023     0.70  
 j_calls_entity_id_3month_disp_911_sum             470.732269    0.000     0.12  
 j_calls_entity_id_6month_self_ref_calls_sum       452.770264    0.015     0.46  
 b_ambulance_subst_entity_id_6month_total_count    448.290405    0.005     0.52  
 j_calls_entity_id_5year_disp_911_sum              439.840485    0.000     0.17  
 j_calls_entity_id_1year_disp_911_sum              439.840485    0.000     0.17  
 j_calls_entity_id_6month_disp_911_sum             439.840485    0.000     0.17  
 j_calls_entity_id_all_disp_911_sum                439.840485    0.000     0.17  
 j_calls_entity_id_3month_self_ref_calls_sum       418.365265    0.009     0.37  
 b_ambulance_subst_entity_id_3month_total_count    406.474396    0.003     0.42  
 b_ambulance_entity_id_6month_suicidal_sum         404.119232    0.001     0.31  
 j_calls_entity_id_all_crisis_calls_sum            396.409637    0.028     0.71  ,
 1399:                                                           (-)mean    (+)mean  \
 feature_name                                                                   
 b_all_event_h_vh_entity_id_3month_total_imp              0.918099   0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp              0.204297   0.000000   
 b_all_event_h_vh_entity_id_1year_total_imp               0.918099   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp             0.204297   0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp          0.501662   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp           0.204297   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min           173.366852   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min        222.704315   0.000000   
 b_all_event_h_vh_entity_id_all_total_imp                 0.918099   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp          0.204297   0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp           0.501662   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min        204.329178   0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp            0.204784   0.000000   
 b_all_event_h_vh_entity_id_all_dsl_imp                   0.918099   0.000000   
 b_all_event_h_vh_entity_id_1month_total_imp              0.918099   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp           0.204784   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp          0.204297   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp           0.204297   0.000000   
 b_all_event_h_vh_entity_id_6month_total_imp              0.918099   0.000000   
 b_all_event_h_vh_entity_id_all_dsl_min              918158.375000  93.269997   
 j_calls_entity_id_3month_crisis_calls_sum                0.016690  17.660000   
 j_calls_entity_id_1month_crisis_calls_sum                0.005253   5.500000   
 j_calls_entity_id_1month_self_ref_calls_sum              0.005362   5.280000   
 j_calls_entity_id_3month_self_ref_calls_sum              0.017308  16.520000   
 j_calls_entity_id_6month_crisis_calls_sum                0.035352  31.980000   
 j_calls_entity_id_1month_disp_jcmhc_sum                  0.002314   2.090000   
 j_calls_entity_id_3month_disp_jcmhc_sum                  0.007996   6.830000   
 j_calls_entity_id_6month_disp_jcmhc_sum                  0.017345  13.410000   
 j_calls_entity_id_6month_self_ref_calls_sum              0.037789  29.200001   
 j_calls_entity_id_1year_crisis_calls_sum                 0.065654  48.290001   
 j_calls_entity_id_1year_disp_jcmhc_sum                   0.033940  23.260000   
 j_calls_entity_id_1year_self_ref_calls_sum               0.070769  43.639999   
 j_calls_entity_id_5year_crisis_calls_sum                 0.114022  68.580002   
 j_calls_entity_id_all_crisis_calls_sum                   0.114022  68.580002   
 j_calls_entity_id_1month_disp_no_action_sum              0.005908   3.460000   
 j_calls_entity_id_3month_disp_no_action_sum              0.017498  10.110000   
 j_calls_entity_id_3month_after_hr_calls_sum              0.030783  15.470000   
 j_calls_entity_id_1month_after_hr_calls_sum              0.009545   4.670000   
 j_mhccsassess_entity_id_6month_nonsuic_self_har...       0.000364   0.170000   
 j_calls_entity_id_6month_disp_no_action_sum              0.038786  17.990000   
 
                                                           ratio  (-)supp  \
 feature_name                                                               
 b_all_event_h_vh_entity_id_3month_total_imp                 inf    0.918   
 b_all_event_gaps_entity_id_all_days_btw_imp                 inf    0.204   
 b_all_event_h_vh_entity_id_1year_total_imp                  inf    0.918   
 b_all_event_gaps_entity_id_all_days_btwn_imp                inf    0.204   
 b_all_event_gaps_entity_id_6month_days_btwn_imp             inf    0.502   
 b_all_event_gaps_entity_id_3years_days_btw_imp              inf    0.204   
 b_all_event_gaps_entity_id_all_days_btwn_min                inf    0.400   
 b_all_event_gaps_entity_id_3years_days_btwn_min             inf    0.430   
 b_all_event_h_vh_entity_id_all_total_imp                    inf    0.918   
 b_all_event_gaps_entity_id_3years_days_btwn_imp             inf    0.204   
 b_all_event_gaps_entity_id_6month_days_btw_imp              inf    0.502   
 b_all_event_gaps_entity_id_5years_days_btwn_min             inf    0.416   
 b_all_event_gaps_entity_id_1year_days_btw_imp               inf    0.205   
 b_all_event_h_vh_entity_id_all_dsl_imp                      inf    0.918   
 b_all_event_h_vh_entity_id_1month_total_imp                 inf    0.918   
 b_all_event_gaps_entity_id_1year_days_btwn_imp              inf    0.205   
 b_all_event_gaps_entity_id_5years_days_btwn_imp             inf    0.204   
 b_all_event_gaps_entity_id_5years_days_btw_imp              inf    0.204   
 b_all_event_h_vh_entity_id_6month_total_imp                 inf    0.918   
 b_all_event_h_vh_entity_id_all_dsl_min              9844.091797    1.000   
 j_calls_entity_id_3month_crisis_calls_sum           1058.114258    0.008   
 j_calls_entity_id_1month_crisis_calls_sum           1047.033936    0.003   
 j_calls_entity_id_1month_self_ref_calls_sum          984.694946    0.003   
 j_calls_entity_id_3month_self_ref_calls_sum          954.444885    0.009   
 j_calls_entity_id_6month_crisis_calls_sum            904.621277    0.014   
 j_calls_entity_id_1month_disp_jcmhc_sum              903.346619    0.001   
 j_calls_entity_id_3month_disp_jcmhc_sum              854.197449    0.004   
 j_calls_entity_id_6month_disp_jcmhc_sum              773.139343    0.007   
 j_calls_entity_id_6month_self_ref_calls_sum          772.709412    0.017   
 j_calls_entity_id_1year_crisis_calls_sum             735.518127    0.025   
 j_calls_entity_id_1year_disp_jcmhc_sum               685.319885    0.011   
 j_calls_entity_id_1year_self_ref_calls_sum           616.653381    0.031   
 j_calls_entity_id_5year_crisis_calls_sum             601.462158    0.035   
 j_calls_entity_id_all_crisis_calls_sum               601.462158    0.035   
 j_calls_entity_id_1month_disp_no_action_sum          585.673218    0.004   
 j_calls_entity_id_3month_disp_no_action_sum          577.791748    0.011   
 j_calls_entity_id_3month_after_hr_calls_sum          502.553802    0.014   
 j_calls_entity_id_1month_after_hr_calls_sum          489.235901    0.005   
 j_mhccsassess_entity_id_6month_nonsuic_self_har...   467.319824    0.000   
 j_calls_entity_id_6month_disp_no_action_sum          463.828827    0.020   
 
                                                     (+)supp  
 feature_name                                                 
 b_all_event_h_vh_entity_id_3month_total_imp            0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp            0.00  
 b_all_event_h_vh_entity_id_1year_total_imp             0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp           0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp        0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min           0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min        0.00  
 b_all_event_h_vh_entity_id_all_total_imp               0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp        0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min        0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp          0.00  
 b_all_event_h_vh_entity_id_all_dsl_imp                 0.00  
 b_all_event_h_vh_entity_id_1month_total_imp            0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp         0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp        0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp         0.00  
 b_all_event_h_vh_entity_id_6month_total_imp            0.00  
 b_all_event_h_vh_entity_id_all_dsl_min                 1.00  
 j_calls_entity_id_3month_crisis_calls_sum              0.57  
 j_calls_entity_id_1month_crisis_calls_sum              0.34  
 j_calls_entity_id_1month_self_ref_calls_sum            0.32  
 j_calls_entity_id_3month_self_ref_calls_sum            0.47  
 j_calls_entity_id_6month_crisis_calls_sum              0.69  
 j_calls_entity_id_1month_disp_jcmhc_sum                0.31  
 j_calls_entity_id_3month_disp_jcmhc_sum                0.46  
 j_calls_entity_id_6month_disp_jcmhc_sum                0.59  
 j_calls_entity_id_6month_self_ref_calls_sum            0.54  
 j_calls_entity_id_1year_crisis_calls_sum               0.73  
 j_calls_entity_id_1year_disp_jcmhc_sum                 0.64  
 j_calls_entity_id_1year_self_ref_calls_sum             0.67  
 j_calls_entity_id_5year_crisis_calls_sum               0.78  
 j_calls_entity_id_all_crisis_calls_sum                 0.78  
 j_calls_entity_id_1month_disp_no_action_sum            0.35  
 j_calls_entity_id_3month_disp_no_action_sum            0.58  
 j_calls_entity_id_3month_after_hr_calls_sum            0.69  
 j_calls_entity_id_1month_after_hr_calls_sum            0.45  
 j_mhccsassess_entity_id_6month_nonsuic_self_har...     0.11  
 j_calls_entity_id_6month_disp_no_action_sum            0.70  ,
 1404:                                                     (-)mean     (+)mean  \
 feature_name                                                              
 b_all_event_gaps_entity_id_3years_days_btw_imp     0.199457    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp    0.199457    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min  213.709885    0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp     0.199457    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp    0.199457    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min  196.485413    0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp      0.201093    0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp        0.199457    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min     163.088364    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp       0.199457    0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp     0.201093    0.000000   
 j_calls_entity_id_6month_crisis_calls_sum          0.034481   26.200001   
 j_calls_entity_id_1month_crisis_calls_sum          0.005795    4.370000   
 j_calls_entity_id_1year_crisis_calls_sum           0.074498   54.189999   
 j_calls_entity_id_3month_crisis_calls_sum          0.017906   12.830000   
 j_calls_entity_id_6month_self_ref_calls_sum        0.039566   24.709999   
 j_calls_entity_id_3month_self_ref_calls_sum        0.019970   12.460000   
 j_calls_entity_id_1year_self_ref_calls_sum         0.081624   50.610001   
 j_calls_entity_id_1month_self_ref_calls_sum        0.006774    4.190000   
 j_calls_entity_id_1month_disp_jcmhc_sum            0.002401    1.440000   
 j_calls_entity_id_1year_disp_jcmhc_sum             0.035330   20.850000   
 j_calls_entity_id_5year_crisis_calls_sum           0.148966   85.680000   
 j_calls_entity_id_all_crisis_calls_sum             0.148966   85.680000   
 j_calls_entity_id_6month_disp_jcmhc_sum            0.015941    9.130000   
 j_calls_entity_id_3month_disp_jcmhc_sum            0.007539    4.050000   
 j_calls_entity_id_1month_disp_no_action_sum        0.006812    2.890000   
 j_calls_entity_id_5year_self_ref_calls_sum         0.263481  108.690002   
 j_calls_entity_id_6month_disp_no_action_sum        0.042945   16.740000   
 j_calls_entity_id_3month_disp_no_action_sum        0.021744    8.450000   
 j_calls_entity_id_1year_disp_no_action_sum         0.085424   32.330002   
 j_calls_entity_id_5year_disp_jcmhc_sum             0.132895   49.480000   
 j_calls_entity_id_all_self_ref_calls_sum           0.365771  135.949997   
 b_ambulance_entity_id_3month_alcohol_sum           0.002737    0.950000   
 b_ambulance_entity_id_3month_suicidal_sum          0.000612    0.210000   
 j_calls_entity_id_1month_after_hr_calls_sum        0.011744    4.010000   
 j_calls_entity_id_all_disp_jcmhc_sum               0.159226   53.480000   
 j_calls_entity_id_1year_after_hr_calls_sum         0.143087   47.990002   
 j_calls_entity_id_6month_after_hr_calls_sum        0.071998   23.590000   
 j_calls_entity_id_3month_after_hr_calls_sum        0.037364   12.050000   
 b_ambulance_entity_id_6month_alcohol_sum           0.005742    1.790000   
 
                                                       ratio  (-)supp  (+)supp  
 feature_name                                                                   
 b_all_event_gaps_entity_id_3years_days_btw_imp          inf    0.199     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp         inf    0.199     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min         inf    0.405     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp          inf    0.199     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp         inf    0.199     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min         inf    0.390     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp           inf    0.201     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp             inf    0.199     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min            inf    0.373     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp            inf    0.199     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp          inf    0.201     0.00  
 j_calls_entity_id_6month_crisis_calls_sum        759.829102    0.015     0.58  
 j_calls_entity_id_1month_crisis_calls_sum        754.055603    0.003     0.35  
 j_calls_entity_id_1year_crisis_calls_sum         727.399536    0.027     0.66  
 j_calls_entity_id_3month_crisis_calls_sum        716.524231    0.009     0.51  
 j_calls_entity_id_6month_self_ref_calls_sum      624.530334    0.018     0.46  
 j_calls_entity_id_3month_self_ref_calls_sum      623.930237    0.010     0.41  
 j_calls_entity_id_1year_self_ref_calls_sum       620.038879    0.034     0.59  
 j_calls_entity_id_1month_self_ref_calls_sum      618.545227    0.004     0.27  
 j_calls_entity_id_1month_disp_jcmhc_sum          599.824219    0.002     0.23  
 j_calls_entity_id_1year_disp_jcmhc_sum           590.148376    0.012     0.57  
 j_calls_entity_id_5year_crisis_calls_sum         575.165039    0.040     0.70  
 j_calls_entity_id_all_crisis_calls_sum           575.165039    0.040     0.70  
 j_calls_entity_id_6month_disp_jcmhc_sum          572.737793    0.007     0.50  
 j_calls_entity_id_3month_disp_jcmhc_sum          537.241150    0.004     0.43  
 j_calls_entity_id_1month_disp_no_action_sum      424.239685    0.005     0.36  
 j_calls_entity_id_5year_self_ref_calls_sum       412.515503    0.066     0.68  
 j_calls_entity_id_6month_disp_no_action_sum      389.800293    0.023     0.59  
 j_calls_entity_id_3month_disp_no_action_sum      388.613800    0.013     0.50  
 j_calls_entity_id_1year_disp_no_action_sum       378.466187    0.041     0.65  
 j_calls_entity_id_5year_disp_jcmhc_sum           372.324036    0.031     0.68  
 j_calls_entity_id_all_self_ref_calls_sum         371.680756    0.078     0.70  
 b_ambulance_entity_id_3month_alcohol_sum         347.081696    0.003     0.22  
 b_ambulance_entity_id_3month_suicidal_sum        343.336853    0.001     0.15  
 j_calls_entity_id_1month_after_hr_calls_sum      341.463531    0.006     0.44  
 j_calls_entity_id_all_disp_jcmhc_sum             335.874237    0.038     0.70  
 j_calls_entity_id_1year_after_hr_calls_sum       335.391510    0.049     0.78  
 j_calls_entity_id_6month_after_hr_calls_sum      327.647247    0.029     0.69  
 j_calls_entity_id_3month_after_hr_calls_sum      322.504578    0.017     0.60  
 b_ambulance_entity_id_6month_alcohol_sum         311.748413    0.005     0.27  ,
 1171:                                                        (-)mean       (+)mean  \
 feature_name                                                                   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.216742      0.000000   
 b_all_event_gaps_entity_id_1month_days_btw_imp        0.832473      0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.216742      0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.506463      0.000000   
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.675974      0.000000   
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.675974      0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.218206      0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.216742      0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.216742      0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.506463      0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.216742      0.000000   
 b_all_event_gaps_entity_id_1month_days_btwn_imp       0.832473      0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.216742      0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.218206      0.000000   
 b_all_event_entity_id_all_dsl_min                   152.110138      1.000000   
 b_joco_event_entity_id_1month_dsl_imp                 0.819207      0.010000   
 b_joco_event_entity_id_1month_dsl_min            819208.000000  10000.980469   
 b_joco_event_entity_id_3month_dsl_imp                 0.636335      0.010000   
 b_joco_event_entity_id_3month_dsl_min            636347.000000  10000.980469   
 b_joco_event_entity_id_6month_dsl_imp                 0.430685      0.010000   
 b_joco_event_entity_id_6month_dsl_min            430724.843750  10000.980469   
 j_calls_entity_id_1month_total_count                  0.030413      0.810000   
 j_calls_entity_id_1month_self_ref_calls_max           0.004327      0.110000   
 j_calls_entity_id_1month_self_ref_calls_sum           0.007317      0.160000   
 j_mhcserv_entity_id_all_crisis_sum                    0.030360      0.650000   
 j_calls_entity_id_1month_call_length_sum              0.389296      7.885000   
 j_calls_entity_id_6month_disp_jcmhc_sum               0.014231      0.250000   
 j_calls_entity_id_3month_disp_no_response_sum         0.030095      0.490000   
 j_calls_entity_id_3month_after_hr_calls_sum           0.043626      0.700000   
 j_calls_entity_id_1year_disp_jcmhc_sum                0.021378      0.320000   
 j_calls_entity_id_6month_disp_jcmhc_max               0.009682      0.140000   
 j_mhcserv_entity_id_6month_outreach_total_sum         0.022269      0.320000   
 j_calls_entity_id_3month_total_count                  0.095089      1.320000   
 j_mhcserv_entity_id_1month_services_flag_sum          0.199733      2.760000   
 j_services_entity_id_1month_total_count               0.199733      2.760000   
 j_mhcserv_entity_id_1month_services_total_sum         0.199733      2.760000   
 j_calls_entity_id_5year_hosp_ref_calls_sum            0.071749      0.980000   
 j_calls_entity_id_all_hosp_ref_calls_sum              0.071749      0.980000   
 j_calls_entity_id_6month_after_hr_calls_sum           0.074496      1.010000   
 j_calls_entity_id_1year_disp_jcmhc_max                0.013308      0.180000   
 
                                                       ratio  (-)supp  (+)supp  
 feature_name                                                                   
 b_all_event_gaps_entity_id_5years_days_btw_imp          inf    0.217     0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp          inf    0.832     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp            inf    0.217     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp          inf    0.506     0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp         inf    0.676     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp          inf    0.676     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp           inf    0.218     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp         inf    0.217     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp         inf    0.217     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp         inf    0.506     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp          inf    0.217     0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp         inf    0.832     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp             inf    0.217     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp          inf    0.218     0.00  
 b_all_event_entity_id_all_dsl_min                152.110138    1.000     1.00  
 b_joco_event_entity_id_1month_dsl_imp             81.920662    0.819     0.01  
 b_joco_event_entity_id_1month_dsl_min             81.912773    1.000     1.00  
 b_joco_event_entity_id_3month_dsl_imp             63.633472    0.636     0.01  
 b_joco_event_entity_id_3month_dsl_min             63.628460    1.000     1.00  
 b_joco_event_entity_id_6month_dsl_imp             43.068474    0.431     0.01  
 b_joco_event_entity_id_6month_dsl_min             43.068264    1.000     1.00  
 j_calls_entity_id_1month_total_count              26.633127    0.014     0.17  
 j_calls_entity_id_1month_self_ref_calls_max       25.424290    0.004     0.11  
 j_calls_entity_id_1month_self_ref_calls_sum       21.866899    0.004     0.11  
 j_mhcserv_entity_id_all_crisis_sum                21.409588    0.013     0.14  
 j_calls_entity_id_1month_call_length_sum          20.254513    0.014     0.17  
 j_calls_entity_id_6month_disp_jcmhc_sum           17.567251    0.010     0.14  
 j_calls_entity_id_3month_disp_no_response_sum     16.281710    0.015     0.14  
 j_calls_entity_id_3month_after_hr_calls_sum       16.045382    0.019     0.17  
 j_calls_entity_id_1year_disp_jcmhc_sum            14.968413    0.013     0.18  
 j_calls_entity_id_6month_disp_jcmhc_max           14.460175    0.010     0.14  
 j_mhcserv_entity_id_6month_outreach_total_sum     14.369676    0.010     0.11  
 j_calls_entity_id_3month_total_count              13.881714    0.037     0.26  
 j_mhcserv_entity_id_1month_services_flag_sum      13.818463    0.038     0.32  
 j_services_entity_id_1month_total_count           13.818463    0.038     0.32  
 j_mhcserv_entity_id_1month_services_total_sum     13.818463    0.038     0.32  
 j_calls_entity_id_5year_hosp_ref_calls_sum        13.658732    0.023     0.14  
 j_calls_entity_id_all_hosp_ref_calls_sum          13.658732    0.023     0.14  
 j_calls_entity_id_6month_after_hr_calls_sum       13.557865    0.028     0.21  
 j_calls_entity_id_1year_disp_jcmhc_max            13.525244    0.013     0.18  ,
 1184:                                                        (-)mean  (+)mean  \
 feature_name                                                              
 b_all_event_gaps_entity_id_1month_days_btwn_imp       0.836951     0.00   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.210168     0.00   
 b_joco_event_entity_id_3month_dsl_imp                 0.634173     0.00   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.210168     0.00   
 b_joco_event_entity_id_1month_dsl_imp                 0.824046     0.00   
 b_joco_event_entity_id_6month_dsl_imp                 0.406738     0.00   
 b_all_event_gaps_entity_id_1month_days_btw_imp        0.836951     0.00   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.210584     0.00   
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.671971     0.00   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.210168     0.00   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.485149     0.00   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.485149     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.210168     0.00   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.210584     0.00   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.210168     0.00   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.210168     0.00   
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.671971     0.00   
 b_joco_event_entity_id_1month_dsl_min            824047.437500     1.24   
 b_joco_event_entity_id_3month_dsl_min            634187.000000     1.24   
 b_joco_event_entity_id_6month_dsl_min            406782.906250     1.24   
 b_joco_event_entity_id_1year_dsl_min              61271.062500     1.24   
 b_joco_event_entity_id_all_dsl_min                57178.660156     1.24   
 b_all_event_entity_id_all_dsl_min                   148.775833     1.00   
 j_calls_entity_id_1month_disp_no_response_sum         0.008095     0.38   
 j_calls_entity_id_1month_after_hr_calls_sum           0.013150     0.54   
 j_calls_entity_id_1year_self_ref_calls_sum            0.091326     3.72   
 j_calls_entity_id_3month_disp_no_response_sum         0.025799     0.91   
 j_calls_entity_id_all_self_ref_calls_sum              0.262044     9.16   
 j_calls_entity_id_5year_self_ref_calls_sum            0.262044     9.16   
 j_calls_entity_id_6month_disp_no_response_sum         0.056675     1.94   
 j_pros_chrgs_entity_id_1month_total_count             0.015624     0.53   
 j_calls_entity_id_all_disp_no_response_sum            0.225643     6.87   
 j_calls_entity_id_5year_disp_no_response_sum          0.225643     6.87   
 j_calls_entity_id_3month_after_hr_calls_sum           0.040826     1.17   
 j_calls_entity_id_1year_disp_no_response_sum          0.110577     3.14   
 j_services_entity_id_1month_total_count               0.173864     4.81   
 j_mhcserv_entity_id_1month_services_flag_sum          0.173864     4.81   
 j_mhcserv_entity_id_1month_services_total_sum         0.173864     4.81   
 j_calls_entity_id_1month_total_count                  0.025554     0.70   
 b_bkgs_entity_id_1month_total_count                   0.015027     0.41   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_gaps_entity_id_1month_days_btwn_imp           inf    0.837   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.210   
 b_joco_event_entity_id_3month_dsl_imp                     inf    0.634   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.210   
 b_joco_event_entity_id_1month_dsl_imp                     inf    0.824   
 b_joco_event_entity_id_6month_dsl_imp                     inf    0.407   
 b_all_event_gaps_entity_id_1month_days_btw_imp            inf    0.837   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.211   
 b_all_event_gaps_entity_id_3month_days_btw_imp            inf    0.672   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.210   
 b_all_event_gaps_entity_id_6month_days_btwn_imp           inf    0.485   
 b_all_event_gaps_entity_id_6month_days_btw_imp            inf    0.485   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.210   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.211   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.210   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.210   
 b_all_event_gaps_entity_id_3month_days_btwn_imp           inf    0.672   
 b_joco_event_entity_id_1month_dsl_min            6.645544e+05    1.000   
 b_joco_event_entity_id_3month_dsl_min            5.114411e+05    1.000   
 b_joco_event_entity_id_6month_dsl_min            3.280507e+05    1.000   
 b_joco_event_entity_id_1year_dsl_min             4.941215e+04    1.000   
 b_joco_event_entity_id_all_dsl_min               4.611182e+04    1.000   
 b_all_event_entity_id_all_dsl_min                1.487758e+02    1.000   
 j_calls_entity_id_1month_disp_no_response_sum    4.694326e+01    0.005   
 j_calls_entity_id_1month_after_hr_calls_sum      4.106409e+01    0.007   
 j_calls_entity_id_1year_self_ref_calls_sum       4.073320e+01    0.040   
 j_calls_entity_id_3month_disp_no_response_sum    3.527256e+01    0.014   
 j_calls_entity_id_all_self_ref_calls_sum         3.495601e+01    0.074   
 j_calls_entity_id_5year_self_ref_calls_sum       3.495601e+01    0.074   
 j_calls_entity_id_6month_disp_no_response_sum    3.423038e+01    0.027   
 j_pros_chrgs_entity_id_1month_total_count        3.392109e+01    0.010   
 j_calls_entity_id_all_disp_no_response_sum       3.044627e+01    0.064   
 j_calls_entity_id_5year_disp_no_response_sum     3.044627e+01    0.064   
 j_calls_entity_id_3month_after_hr_calls_sum      2.865797e+01    0.017   
 j_calls_entity_id_1year_disp_no_response_sum     2.839659e+01    0.045   
 j_services_entity_id_1month_total_count          2.766532e+01    0.036   
 j_mhcserv_entity_id_1month_services_flag_sum     2.766532e+01    0.036   
 j_mhcserv_entity_id_1month_services_total_sum    2.766532e+01    0.036   
 j_calls_entity_id_1month_total_count             2.739320e+01    0.013   
 b_bkgs_entity_id_1month_total_count              2.728377e+01    0.015   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_gaps_entity_id_1month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_joco_event_entity_id_3month_dsl_imp               0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_joco_event_entity_id_1month_dsl_imp               0.00  
 b_joco_event_entity_id_6month_dsl_imp               0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp     0.00  
 b_joco_event_entity_id_1month_dsl_min               1.00  
 b_joco_event_entity_id_3month_dsl_min               1.00  
 b_joco_event_entity_id_6month_dsl_min               1.00  
 b_joco_event_entity_id_1year_dsl_min                1.00  
 b_joco_event_entity_id_all_dsl_min                  1.00  
 b_all_event_entity_id_all_dsl_min                   1.00  
 j_calls_entity_id_1month_disp_no_response_sum       0.12  
 j_calls_entity_id_1month_after_hr_calls_sum         0.15  
 j_calls_entity_id_1year_self_ref_calls_sum          0.12  
 j_calls_entity_id_3month_disp_no_response_sum       0.15  
 j_calls_entity_id_all_self_ref_calls_sum            0.18  
 j_calls_entity_id_5year_self_ref_calls_sum          0.18  
 j_calls_entity_id_6month_disp_no_response_sum       0.16  
 j_pros_chrgs_entity_id_1month_total_count           0.24  
 j_calls_entity_id_all_disp_no_response_sum          0.24  
 j_calls_entity_id_5year_disp_no_response_sum        0.24  
 j_calls_entity_id_3month_after_hr_calls_sum         0.18  
 j_calls_entity_id_1year_disp_no_response_sum        0.18  
 j_services_entity_id_1month_total_count             0.11  
 j_mhcserv_entity_id_1month_services_flag_sum        0.11  
 j_mhcserv_entity_id_1month_services_total_sum       0.11  
 j_calls_entity_id_1month_total_count                0.16  
 b_bkgs_entity_id_1month_total_count                 0.40  ,
 1197:                                                          (-)mean  (+)mean  \
 feature_name                                                                
 b_all_event_gaps_entity_id_3month_days_btw_imp          0.669027     0.00   
 b_all_event_gaps_entity_id_6month_days_btw_imp          0.494855     0.00   
 b_all_event_gaps_entity_id_all_days_btw_imp             0.206986     0.00   
 b_all_event_gaps_entity_id_6month_days_btwn_imp         0.494855     0.00   
 b_all_event_gaps_entity_id_3month_days_btwn_imp         0.669027     0.00   
 b_all_event_gaps_entity_id_5years_days_btw_imp          0.206986     0.00   
 b_all_event_gaps_entity_id_all_days_btwn_imp            0.206986     0.00   
 b_all_event_gaps_entity_id_3years_days_btw_imp          0.206986     0.00   
 b_joco_event_entity_id_1month_dsl_imp                   0.824415     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_imp         0.206986     0.00   
 b_joco_event_entity_id_6month_dsl_imp                   0.424544     0.00   
 b_joco_event_entity_id_3month_dsl_imp                   0.633078     0.00   
 b_all_event_gaps_entity_id_1year_days_btwn_imp          0.211659     0.00   
 b_all_event_gaps_entity_id_1month_days_btw_imp          0.836710     0.00   
 b_all_event_gaps_entity_id_1year_days_btw_imp           0.211659     0.00   
 b_all_event_gaps_entity_id_3years_days_btwn_imp         0.206986     0.00   
 b_all_event_gaps_entity_id_1month_days_btwn_imp         0.836710     0.00   
 b_joco_event_entity_id_1month_dsl_min              824416.437500     1.00   
 b_joco_event_entity_id_3month_dsl_min              633090.437500     1.00   
 b_joco_event_entity_id_6month_dsl_min              424585.156250     1.00   
 b_joco_event_entity_id_1year_dsl_min                70012.835938     1.00   
 b_joco_event_entity_id_all_dsl_min                  60973.660156     1.00   
 b_all_event_entity_id_all_dsl_min                     151.113632     1.00   
 b_ambulance_entity_id_6month_dsl_min                   12.522892     0.45   
 b_bkgs_entity_id_1month_d_in_jail_avg                   0.261771     4.59   
 b_bkgs_entity_id_1month_total_count                     0.015296     0.21   
 b_all_event_gaps_entity_id_3years_days_btwn_min       245.540344    18.48   
 b_diagnoses_entity_id_6month_drug_severe_sum            0.023645     0.29   
 b_all_event_gaps_entity_id_5years_days_btwn_min       226.404114    18.48   
 b_all_event_gaps_entity_id_all_days_btwn_min          226.404114    18.48   
 b_diagnoses_entity_id_6month_drug_severe_max            0.010727     0.13   
 j_mhcserv_entity_id_1month_services_total_sum           0.187049     2.18   
 j_services_entity_id_1month_total_count                 0.187049     2.18   
 j_mhcserv_entity_id_1month_services_flag_sum            0.187049     2.18   
 b_joco_event_entity_id_1month_total_count               0.821258     9.47   
 j_adms_entity_id_3month_total_count                     0.023800     0.23   
 b_doco_event_entity_id_1month_total_count               0.021069     0.20   
 d_svcs_entity_id_1month_total_count                     0.021069     0.20   
 b_all_event_gaps_entity_id_1year_days_btwn_min        274.883759    29.57   
 b_diagnoses_entity_id_6month_all_subst_severe_sum       0.038442     0.35   
 
                                                           ratio  (-)supp  \
 feature_name                                                               
 b_all_event_gaps_entity_id_3month_days_btw_imp              inf    0.669   
 b_all_event_gaps_entity_id_6month_days_btw_imp              inf    0.495   
 b_all_event_gaps_entity_id_all_days_btw_imp                 inf    0.207   
 b_all_event_gaps_entity_id_6month_days_btwn_imp             inf    0.495   
 b_all_event_gaps_entity_id_3month_days_btwn_imp             inf    0.669   
 b_all_event_gaps_entity_id_5years_days_btw_imp              inf    0.207   
 b_all_event_gaps_entity_id_all_days_btwn_imp                inf    0.207   
 b_all_event_gaps_entity_id_3years_days_btw_imp              inf    0.207   
 b_joco_event_entity_id_1month_dsl_imp                       inf    0.824   
 b_all_event_gaps_entity_id_5years_days_btwn_imp             inf    0.207   
 b_joco_event_entity_id_6month_dsl_imp                       inf    0.425   
 b_joco_event_entity_id_3month_dsl_imp                       inf    0.633   
 b_all_event_gaps_entity_id_1year_days_btwn_imp              inf    0.212   
 b_all_event_gaps_entity_id_1month_days_btw_imp              inf    0.837   
 b_all_event_gaps_entity_id_1year_days_btw_imp               inf    0.212   
 b_all_event_gaps_entity_id_3years_days_btwn_imp             inf    0.207   
 b_all_event_gaps_entity_id_1month_days_btwn_imp             inf    0.837   
 b_joco_event_entity_id_1month_dsl_min              8.244164e+05    1.000   
 b_joco_event_entity_id_3month_dsl_min              6.330904e+05    1.000   
 b_joco_event_entity_id_6month_dsl_min              4.245852e+05    1.000   
 b_joco_event_entity_id_1year_dsl_min               7.001284e+04    1.000   
 b_joco_event_entity_id_all_dsl_min                 6.097366e+04    1.000   
 b_all_event_entity_id_all_dsl_min                  1.511136e+02    1.000   
 b_ambulance_entity_id_6month_dsl_min               2.782865e+01    0.145   
 b_bkgs_entity_id_1month_d_in_jail_avg              1.753440e+01    0.010   
 b_bkgs_entity_id_1month_total_count                1.372927e+01    0.015   
 b_all_event_gaps_entity_id_3years_days_btwn_min    1.328682e+01    0.398   
 b_diagnoses_entity_id_6month_drug_severe_sum       1.226495e+01    0.011   
 b_all_event_gaps_entity_id_5years_days_btwn_min    1.225131e+01    0.383   
 b_all_event_gaps_entity_id_all_days_btwn_min       1.225131e+01    0.383   
 b_diagnoses_entity_id_6month_drug_severe_max       1.211920e+01    0.011   
 j_mhcserv_entity_id_1month_services_total_sum      1.165470e+01    0.036   
 j_services_entity_id_1month_total_count            1.165470e+01    0.036   
 j_mhcserv_entity_id_1month_services_flag_sum       1.165470e+01    0.036   
 b_joco_event_entity_id_1month_total_count          1.153109e+01    0.176   
 j_adms_entity_id_3month_total_count                9.663713e+00    0.018   
 b_doco_event_entity_id_1month_total_count          9.492459e+00    0.020   
 d_svcs_entity_id_1month_total_count                9.492459e+00    0.020   
 b_all_event_gaps_entity_id_1year_days_btwn_min     9.296035e+00    0.471   
 b_diagnoses_entity_id_6month_all_subst_severe_sum  9.104632e+00    0.017   
 
                                                    (+)supp  
 feature_name                                                
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp           0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.00  
 b_joco_event_entity_id_1month_dsl_imp                 0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.00  
 b_joco_event_entity_id_6month_dsl_imp                 0.00  
 b_joco_event_entity_id_3month_dsl_imp                 0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp        0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp       0.00  
 b_joco_event_entity_id_1month_dsl_min                 1.00  
 b_joco_event_entity_id_3month_dsl_min                 1.00  
 b_joco_event_entity_id_6month_dsl_min                 1.00  
 b_joco_event_entity_id_1year_dsl_min                  1.00  
 b_joco_event_entity_id_all_dsl_min                    1.00  
 b_all_event_entity_id_all_dsl_min                     1.00  
 b_ambulance_entity_id_6month_dsl_min                  0.11  
 b_bkgs_entity_id_1month_d_in_jail_avg                 0.15  
 b_bkgs_entity_id_1month_total_count                   0.19  
 b_all_event_gaps_entity_id_3years_days_btwn_min       0.02  
 b_diagnoses_entity_id_6month_drug_severe_sum          0.13  
 b_all_event_gaps_entity_id_5years_days_btwn_min       0.02  
 b_all_event_gaps_entity_id_all_days_btwn_min          0.02  
 b_diagnoses_entity_id_6month_drug_severe_max          0.13  
 j_mhcserv_entity_id_1month_services_total_sum         0.12  
 j_services_entity_id_1month_total_count               0.12  
 j_mhcserv_entity_id_1month_services_flag_sum          0.12  
 b_joco_event_entity_id_1month_total_count             1.00  
 j_adms_entity_id_3month_total_count                   0.13  
 b_doco_event_entity_id_1month_total_count             0.18  
 d_svcs_entity_id_1month_total_count                   0.18  
 b_all_event_gaps_entity_id_1year_days_btwn_min        0.07  
 b_diagnoses_entity_id_6month_all_subst_severe_sum     0.13  ,
 1210:                                                        (-)mean       (+)mean  \
 feature_name                                                                   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.204264      0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.204700      0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.204264      0.000000   
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.667678      0.000000   
 b_all_event_gaps_entity_id_1month_days_btw_imp        0.844209      0.000000   
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.667678      0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.477945      0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.204264      0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.204264      0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.204264      0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.204264      0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.477945      0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.204700      0.000000   
 b_all_event_gaps_entity_id_1month_days_btwn_imp       0.844209      0.000000   
 b_joco_event_entity_id_all_dsl_min                62353.539062      9.650000   
 b_all_event_entity_id_all_dsl_min                   148.657181      1.000000   
 b_joco_event_entity_id_1month_dsl_imp                 0.833007      0.010000   
 b_joco_event_entity_id_1month_dsl_min            833008.437500  10000.980469   
 b_joco_event_entity_id_3month_dsl_imp                 0.629504      0.010000   
 b_joco_event_entity_id_3month_dsl_min            629518.312500  10000.980469   
 b_joco_event_entity_id_6month_dsl_min            404026.593750  10000.980469   
 b_joco_event_entity_id_6month_dsl_imp                 0.403982      0.010000   
 b_bkgs_entity_id_1month_d_in_jail_avg                 0.270023      5.580000   
 b_bkgs_entity_id_1month_total_count                   0.014145      0.260000   
 j_pros_chrgs_entity_id_1month_total_count             0.014937      0.270000   
 d_svcs_entity_id_1month_total_count                   0.019818      0.300000   
 b_doco_event_entity_id_1month_total_count             0.020051      0.300000   
 j_calls_entity_id_6month_legal_issue_calls_sum        0.024455      0.330000   
 j_mnh_entity_id_6month_total_count                    0.016276      0.210000   
 j_calls_entity_id_1year_site_visit_calls_sum          0.028828      0.370000   
 j_calls_entity_id_6month_legal_issue_calls_max        0.013394      0.150000   
 b_joco_event_entity_id_1month_total_count             0.773159      8.360000   
 j_mhcserv_entity_id_6month_outreach_total_sum         0.028301      0.290000   
 j_calls_entity_id_6month_court_ref_calls_max          0.010807      0.110000   
 j_mhcserv_entity_id_6month_outreach_total_max         0.011020      0.110000   
 j_calls_entity_id_all_hosp_ref_calls_sum              0.086049      0.850000   
 j_calls_entity_id_5year_hosp_ref_calls_sum            0.086049      0.850000   
 j_calls_entity_id_1year_legal_issue_calls_sum         0.056490      0.550000   
 j_calls_entity_id_3month_call_length_sum              1.240616     12.035000   
 j_calls_entity_id_3month_total_count                  0.085633      0.790000   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.204     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp           inf    0.205     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.204     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp           inf    0.668     0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp           inf    0.844     0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp          inf    0.668     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp          inf    0.478     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.204     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.204     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.204     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.204     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp           inf    0.478     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp            inf    0.205     0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp          inf    0.844     0.00  
 b_joco_event_entity_id_all_dsl_min               6461.506836    1.000     1.00  
 b_all_event_entity_id_all_dsl_min                 148.657181    1.000     1.00  
 b_joco_event_entity_id_1month_dsl_imp              83.300690    0.833     0.01  
 b_joco_event_entity_id_1month_dsl_min              83.292679    1.000     1.00  
 b_joco_event_entity_id_3month_dsl_imp              62.950409    0.630     0.01  
 b_joco_event_entity_id_3month_dsl_min              62.945663    1.000     1.00  
 b_joco_event_entity_id_6month_dsl_min              40.398697    1.000     1.00  
 b_joco_event_entity_id_6month_dsl_imp              40.398178    0.404     0.01  
 b_bkgs_entity_id_1month_d_in_jail_avg              20.664902    0.010     0.20  
 b_bkgs_entity_id_1month_total_count                18.380732    0.014     0.25  
 j_pros_chrgs_entity_id_1month_total_count          18.076244    0.010     0.18  
 d_svcs_entity_id_1month_total_count                15.138095    0.019     0.27  
 b_doco_event_entity_id_1month_total_count          14.961893    0.019     0.27  
 j_calls_entity_id_6month_legal_issue_calls_sum     13.494262    0.013     0.15  
 j_mnh_entity_id_6month_total_count                 12.902300    0.009     0.11  
 j_calls_entity_id_1year_site_visit_calls_sum       12.834611    0.015     0.11  
 j_calls_entity_id_6month_legal_issue_calls_max     11.198750    0.013     0.15  
 b_joco_event_entity_id_1month_total_count          10.812788    0.167     0.99  
 j_mhcserv_entity_id_6month_outreach_total_sum      10.247117    0.011     0.11  
 j_calls_entity_id_6month_court_ref_calls_max       10.178770    0.011     0.11  
 j_mhcserv_entity_id_6month_outreach_total_max       9.981943    0.011     0.11  
 j_calls_entity_id_all_hosp_ref_calls_sum            9.878143    0.026     0.17  
 j_calls_entity_id_5year_hosp_ref_calls_sum          9.878143    0.026     0.17  
 j_calls_entity_id_1year_legal_issue_calls_sum       9.736295    0.026     0.23  
 j_calls_entity_id_3month_call_length_sum            9.700824    0.037     0.21  
 j_calls_entity_id_3month_total_count                9.225467    0.037     0.21  ,
 1223:                                                        (-)mean     (+)mean  \
 feature_name                                                                 
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.212548    0.000000   
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.683116    0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.507693    0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.507693    0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.212548    0.000000   
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.683116    0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.212548    0.000000   
 b_joco_event_entity_id_1month_dsl_imp                 0.840210    0.000000   
 b_joco_event_entity_id_3month_dsl_imp                 0.652712    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.212548    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.212548    0.000000   
 b_all_event_gaps_entity_id_1month_days_btwn_imp       0.849201    0.000000   
 b_all_event_gaps_entity_id_1month_days_btw_imp        0.849201    0.000000   
 b_joco_event_entity_id_6month_dsl_imp                 0.445953    0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.212905    0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.212905    0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.212548    0.000000   
 b_joco_event_entity_id_1month_dsl_min            840210.937500    1.000000   
 b_joco_event_entity_id_3month_dsl_min            652724.750000    1.000000   
 b_joco_event_entity_id_6month_dsl_min            445994.031250    1.000000   
 b_joco_event_entity_id_1year_dsl_min              83072.804688    1.000000   
 b_joco_event_entity_id_all_dsl_min                77110.640625    1.000000   
 j_calls_entity_id_3month_call_length_max              0.753207  404.109985   
 j_calls_entity_id_3month_call_length_sum              1.226957  426.786011   
 j_calls_entity_id_6month_call_length_max              1.388353  404.459991   
 j_calls_entity_id_6month_call_length_sum              2.428804  445.621002   
 j_calls_entity_id_1year_call_length_max               2.522473  404.950012   
 b_all_event_entity_id_all_dsl_min                   152.316254    1.000000   
 j_calls_entity_id_6month_cope_calls_sum               0.026052    2.940000   
 j_calls_entity_id_1year_cope_calls_sum                0.051539    5.230000   
 j_calls_entity_id_6month_self_ref_calls_sum           0.041407    4.180000   
 j_calls_entity_id_1year_call_length_sum               4.806733  475.736023   
 j_calls_entity_id_3month_self_ref_calls_sum           0.021313    2.090000   
 j_calls_entity_id_1year_self_ref_calls_sum            0.080009    7.690000   
 j_calls_entity_id_5year_cope_calls_sum                0.147785   12.140000   
 j_calls_entity_id_all_cope_calls_sum                  0.149778   12.170000   
 j_calls_entity_id_5year_call_length_max               6.050815  415.359985   
 j_calls_entity_id_all_call_length_max                 6.075578  416.609985   
 j_calls_entity_id_1month_disp_no_response_sum         0.009368    0.600000   
 j_calls_entity_id_5year_self_ref_calls_sum            0.291705   18.410000   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.213   
 b_all_event_gaps_entity_id_3month_days_btw_imp            inf    0.683   
 b_all_event_gaps_entity_id_6month_days_btw_imp            inf    0.508   
 b_all_event_gaps_entity_id_6month_days_btwn_imp           inf    0.508   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.213   
 b_all_event_gaps_entity_id_3month_days_btwn_imp           inf    0.683   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.213   
 b_joco_event_entity_id_1month_dsl_imp                     inf    0.840   
 b_joco_event_entity_id_3month_dsl_imp                     inf    0.653   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.213   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.213   
 b_all_event_gaps_entity_id_1month_days_btwn_imp           inf    0.849   
 b_all_event_gaps_entity_id_1month_days_btw_imp            inf    0.849   
 b_joco_event_entity_id_6month_dsl_imp                     inf    0.446   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.213   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.213   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.213   
 b_joco_event_entity_id_1month_dsl_min            8.402110e+05    1.000   
 b_joco_event_entity_id_3month_dsl_min            6.527248e+05    1.000   
 b_joco_event_entity_id_6month_dsl_min            4.459940e+05    1.000   
 b_joco_event_entity_id_1year_dsl_min             8.307280e+04    1.000   
 b_joco_event_entity_id_all_dsl_min               7.711064e+04    1.000   
 j_calls_entity_id_3month_call_length_max         5.365192e+02    0.036   
 j_calls_entity_id_3month_call_length_sum         3.478411e+02    0.036   
 j_calls_entity_id_6month_call_length_max         2.913236e+02    0.063   
 j_calls_entity_id_6month_call_length_sum         1.834734e+02    0.063   
 j_calls_entity_id_1year_call_length_max          1.605369e+02    0.111   
 b_all_event_entity_id_all_dsl_min                1.523163e+02    1.000   
 j_calls_entity_id_6month_cope_calls_sum          1.128521e+02    0.016   
 j_calls_entity_id_1year_cope_calls_sum           1.014775e+02    0.029   
 j_calls_entity_id_6month_self_ref_calls_sum      1.009484e+02    0.021   
 j_calls_entity_id_1year_call_length_sum          9.897284e+01    0.111   
 j_calls_entity_id_3month_self_ref_calls_sum      9.806085e+01    0.011   
 j_calls_entity_id_1year_self_ref_calls_sum       9.611404e+01    0.038   
 j_calls_entity_id_5year_cope_calls_sum           8.214614e+01    0.055   
 j_calls_entity_id_all_cope_calls_sum             8.125362e+01    0.055   
 j_calls_entity_id_5year_call_length_max          6.864530e+01    0.174   
 j_calls_entity_id_all_call_length_max            6.857125e+01    0.175   
 j_calls_entity_id_1month_disp_no_response_sum    6.404826e+01    0.006   
 j_calls_entity_id_5year_self_ref_calls_sum       6.311178e+01    0.077   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_joco_event_entity_id_1month_dsl_imp               0.00  
 b_joco_event_entity_id_3month_dsl_imp               0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp      0.00  
 b_joco_event_entity_id_6month_dsl_imp               0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_joco_event_entity_id_1month_dsl_min               1.00  
 b_joco_event_entity_id_3month_dsl_min               1.00  
 b_joco_event_entity_id_6month_dsl_min               1.00  
 b_joco_event_entity_id_1year_dsl_min                1.00  
 b_joco_event_entity_id_all_dsl_min                  1.00  
 j_calls_entity_id_3month_call_length_max            0.28  
 j_calls_entity_id_3month_call_length_sum            0.28  
 j_calls_entity_id_6month_call_length_max            0.29  
 j_calls_entity_id_6month_call_length_sum            0.29  
 j_calls_entity_id_1year_call_length_max             0.31  
 b_all_event_entity_id_all_dsl_min                   1.00  
 j_calls_entity_id_6month_cope_calls_sum             0.12  
 j_calls_entity_id_1year_cope_calls_sum              0.13  
 j_calls_entity_id_6month_self_ref_calls_sum         0.13  
 j_calls_entity_id_1year_call_length_sum             0.31  
 j_calls_entity_id_3month_self_ref_calls_sum         0.13  
 j_calls_entity_id_1year_self_ref_calls_sum          0.17  
 j_calls_entity_id_5year_cope_calls_sum              0.22  
 j_calls_entity_id_all_cope_calls_sum                0.23  
 j_calls_entity_id_5year_call_length_max             0.37  
 j_calls_entity_id_all_call_length_max               0.38  
 j_calls_entity_id_1month_disp_no_response_sum       0.15  
 j_calls_entity_id_5year_self_ref_calls_sum          0.26  ,
 1236:                                                          (-)mean  \
 feature_name                                                       
 b_all_event_gaps_entity_id_3years_days_btwn_imp         0.227074   
 b_all_event_gaps_entity_id_1year_days_btw_imp           0.228485   
 b_all_event_gaps_entity_id_3month_days_btw_imp          0.668974   
 b_all_event_gaps_entity_id_5years_days_btwn_imp         0.227074   
 b_all_event_gaps_entity_id_3years_days_btw_imp          0.227074   
 b_all_event_gaps_entity_id_3month_days_btwn_imp         0.668974   
 b_all_event_gaps_entity_id_1month_days_btwn_imp         0.846633   
 b_joco_event_entity_id_3month_total_imp                 0.124945   
 b_joco_event_entity_id_1year_total_imp                  0.124945   
 b_joco_event_entity_id_all_total_imp                    0.124945   
 b_all_event_gaps_entity_id_all_days_btwn_imp            0.227074   
 b_all_event_gaps_entity_id_6month_days_btwn_imp         0.484934   
 b_all_event_gaps_entity_id_all_days_btw_imp             0.227074   
 b_all_event_gaps_entity_id_6month_days_btw_imp          0.484934   
 b_all_event_gaps_entity_id_5years_days_btw_imp          0.227074   
 b_joco_event_entity_id_all_dsl_imp                      0.124945   
 b_joco_event_entity_id_6month_total_imp                 0.124945   
 b_joco_event_entity_id_1month_total_imp                 0.124945   
 b_all_event_gaps_entity_id_1month_days_btw_imp          0.846633   
 b_all_event_gaps_entity_id_1year_days_btwn_imp          0.228485   
 b_joco_event_entity_id_all_dsl_min                 125082.789062   
 b_all_event_entity_id_all_dsl_min                     147.215744   
 b_joco_event_entity_id_1month_dsl_imp                   0.843457   
 b_joco_event_entity_id_1month_dsl_min              843458.000000   
 b_joco_event_entity_id_3month_dsl_imp                   0.659949   
 b_joco_event_entity_id_3month_dsl_min              659962.125000   
 b_joco_event_entity_id_6month_dsl_imp                   0.449524   
 b_joco_event_entity_id_6month_dsl_min              449566.187500   
 j_calls_entity_id_1month_call_length_sum                0.423242   
 b_diagnoses_entity_id_3month_all_subst_severe_sum       0.017032   
 j_pros_chrgs_entity_id_1month_total_count               0.014519   
 b_diagnoses_entity_id_6month_alcohol_severe_sum         0.015481   
 b_diagnoses_entity_id_6month_all_subst_severe_sum       0.036326   
 j_calls_entity_id_1month_total_count                    0.028422   
 b_diagnoses_entity_id_3month_bh_ed_sum                  0.027347   
 j_calls_entity_id_1month_call_length_max                0.287192   
 j_calls_entity_id_1month_call_length_avg                0.210379   
 j_mhcserv_entity_id_1month_outreach_total_max           0.007260   
 b_bkgs_entity_id_1month_total_count                     0.012828   
 j_mhcserv_entity_id_1month_outreach_total_sum           0.013566   
 
                                                         (+)mean         ratio  \
 feature_name                                                                    
 b_all_event_gaps_entity_id_3years_days_btwn_imp        0.000000           inf   
 b_all_event_gaps_entity_id_1year_days_btw_imp          0.000000           inf   
 b_all_event_gaps_entity_id_3month_days_btw_imp         0.000000           inf   
 b_all_event_gaps_entity_id_5years_days_btwn_imp        0.000000           inf   
 b_all_event_gaps_entity_id_3years_days_btw_imp         0.000000           inf   
 b_all_event_gaps_entity_id_3month_days_btwn_imp        0.000000           inf   
 b_all_event_gaps_entity_id_1month_days_btwn_imp        0.000000           inf   
 b_joco_event_entity_id_3month_total_imp                0.000000           inf   
 b_joco_event_entity_id_1year_total_imp                 0.000000           inf   
 b_joco_event_entity_id_all_total_imp                   0.000000           inf   
 b_all_event_gaps_entity_id_all_days_btwn_imp           0.000000           inf   
 b_all_event_gaps_entity_id_6month_days_btwn_imp        0.000000           inf   
 b_all_event_gaps_entity_id_all_days_btw_imp            0.000000           inf   
 b_all_event_gaps_entity_id_6month_days_btw_imp         0.000000           inf   
 b_all_event_gaps_entity_id_5years_days_btw_imp         0.000000           inf   
 b_joco_event_entity_id_all_dsl_imp                     0.000000           inf   
 b_joco_event_entity_id_6month_total_imp                0.000000           inf   
 b_joco_event_entity_id_1month_total_imp                0.000000           inf   
 b_all_event_gaps_entity_id_1month_days_btw_imp         0.000000           inf   
 b_all_event_gaps_entity_id_1year_days_btwn_imp         0.000000           inf   
 b_joco_event_entity_id_all_dsl_min                     8.060000  1.551896e+04   
 b_all_event_entity_id_all_dsl_min                      1.000000  1.472157e+02   
 b_joco_event_entity_id_1month_dsl_imp                  0.010000  8.434566e+01   
 b_joco_event_entity_id_1month_dsl_min              10000.980469  8.433753e+01   
 b_joco_event_entity_id_3month_dsl_imp                  0.010000  6.599490e+01   
 b_joco_event_entity_id_3month_dsl_min              10000.980469  6.598975e+01   
 b_joco_event_entity_id_6month_dsl_imp                  0.010000  4.495240e+01   
 b_joco_event_entity_id_6month_dsl_min              10000.980469  4.495221e+01   
 j_calls_entity_id_1month_call_length_sum               9.460000  2.235129e+01   
 b_diagnoses_entity_id_3month_all_subst_severe_sum      0.370000  2.172324e+01   
 j_pros_chrgs_entity_id_1month_total_count              0.280000  1.928486e+01   
 b_diagnoses_entity_id_6month_alcohol_severe_sum        0.290000  1.873204e+01   
 b_diagnoses_entity_id_6month_all_subst_severe_sum      0.640000  1.761827e+01   
 j_calls_entity_id_1month_total_count                   0.500000  1.759221e+01   
 b_diagnoses_entity_id_3month_bh_ed_sum                 0.480000  1.755206e+01   
 j_calls_entity_id_1month_call_length_max               4.830000  1.681799e+01   
 j_calls_entity_id_1month_call_length_avg               3.510889  1.668839e+01   
 j_mhcserv_entity_id_1month_outreach_total_max          0.120000  1.652988e+01   
 b_bkgs_entity_id_1month_total_count                    0.210000  1.637036e+01   
 j_mhcserv_entity_id_1month_outreach_total_sum          0.220000  1.621682e+01   
 
                                                    (-)supp  (+)supp  
 feature_name                                                         
 b_all_event_gaps_entity_id_3years_days_btwn_imp      0.227     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp        0.228     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp       0.669     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp      0.227     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp       0.227     0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp      0.669     0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp      0.847     0.00  
 b_joco_event_entity_id_3month_total_imp              0.125     0.00  
 b_joco_event_entity_id_1year_total_imp               0.125     0.00  
 b_joco_event_entity_id_all_total_imp                 0.125     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp         0.227     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp      0.485     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp          0.227     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp       0.485     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp       0.227     0.00  
 b_joco_event_entity_id_all_dsl_imp                   0.125     0.00  
 b_joco_event_entity_id_6month_total_imp              0.125     0.00  
 b_joco_event_entity_id_1month_total_imp              0.125     0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp       0.847     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp       0.228     0.00  
 b_joco_event_entity_id_all_dsl_min                   1.000     1.00  
 b_all_event_entity_id_all_dsl_min                    1.000     1.00  
 b_joco_event_entity_id_1month_dsl_imp                0.843     0.01  
 b_joco_event_entity_id_1month_dsl_min                1.000     1.00  
 b_joco_event_entity_id_3month_dsl_imp                0.660     0.01  
 b_joco_event_entity_id_3month_dsl_min                1.000     1.00  
 b_joco_event_entity_id_6month_dsl_imp                0.450     0.01  
 b_joco_event_entity_id_6month_dsl_min                1.000     1.00  
 j_calls_entity_id_1month_call_length_sum             0.014     0.19  
 b_diagnoses_entity_id_3month_all_subst_severe_sum    0.008     0.13  
 j_pros_chrgs_entity_id_1month_total_count            0.009     0.12  
 b_diagnoses_entity_id_6month_alcohol_severe_sum      0.008     0.11  
 b_diagnoses_entity_id_6month_all_subst_severe_sum    0.014     0.16  
 j_calls_entity_id_1month_total_count                 0.014     0.19  
 b_diagnoses_entity_id_3month_bh_ed_sum               0.012     0.15  
 j_calls_entity_id_1month_call_length_max             0.014     0.19  
 j_calls_entity_id_1month_call_length_avg             0.014     0.19  
 j_mhcserv_entity_id_1month_outreach_total_max        0.007     0.12  
 b_bkgs_entity_id_1month_total_count                  0.012     0.19  
 j_mhcserv_entity_id_1month_outreach_total_sum        0.007     0.12  ,
 1249:                                                        (-)mean       (+)mean  \
 feature_name                                                                   
 b_all_event_gaps_entity_id_1month_days_btw_imp        0.853758      0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.202764      0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.202764      0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.203085      0.000000   
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.727249      0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.202764      0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.202764      0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.202764      0.000000   
 b_all_event_gaps_entity_id_1month_days_btwn_imp       0.853758      0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.501757      0.000000   
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.727249      0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.501757      0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.202764      0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.203085      0.000000   
 b_all_event_entity_id_all_dsl_min                   161.402344      1.000000   
 b_joco_event_entity_id_1month_dsl_imp                 0.868542      0.020000   
 b_joco_event_entity_id_1month_dsl_min            868542.937500  20000.960938   
 b_joco_event_entity_id_3month_dsl_imp                 0.756424      0.020000   
 b_joco_event_entity_id_3month_dsl_min            756431.937500  20000.960938   
 b_joco_event_entity_id_6month_dsl_min            562896.687500  20000.960938   
 b_joco_event_entity_id_6month_dsl_imp                 0.562862      0.020000   
 b_joco_event_entity_id_1year_dsl_min             220422.437500  10003.700195   
 b_joco_event_entity_id_1year_dsl_imp                  0.220294      0.010000   
 b_bkgs_entity_id_1month_total_count                   0.006946      0.150000   
 b_joco_event_entity_id_all_dsl_min               206358.875000  10003.700195   
 b_joco_event_entity_id_1year_total_imp                0.206215      0.010000   
 b_joco_event_entity_id_1month_total_imp               0.206215      0.010000   
 b_joco_event_entity_id_all_dsl_imp                    0.206215      0.010000   
 b_joco_event_entity_id_3month_total_imp               0.206215      0.010000   
 b_joco_event_entity_id_all_total_imp                  0.206215      0.010000   
 b_joco_event_entity_id_6month_total_imp               0.206215      0.010000   
 j_mhcserv_entity_id_1month_services_total_sum         0.186884      3.820000   
 j_services_entity_id_1month_total_count               0.186884      3.820000   
 j_mhcserv_entity_id_1month_services_flag_sum          0.186884      3.820000   
 j_mhcserv_entity_id_all_crisis_sum                    0.035149      0.690000   
 j_mhcserv_entity_id_1month_outreach_total_sum         0.033179      0.620000   
 j_mhcserv_entity_id_6month_40_min_therapy_sum         0.042185      0.770000   
 j_mhcserv_entity_id_1month_outreach_total_max         0.012572      0.220000   
 j_mhcserv_entity_id_1year_40_min_therapy_sum          0.087704      1.530000   
 j_mhcserv_entity_id_6month_outreach_total_sum         0.160901      2.730000   
 
                                                       ratio  (-)supp  (+)supp  
 feature_name                                                                   
 b_all_event_gaps_entity_id_1month_days_btw_imp          inf    0.854     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp          inf    0.203     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp         inf    0.203     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp           inf    0.203     0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp         inf    0.727     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp          inf    0.203     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp            inf    0.203     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp             inf    0.203     0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp         inf    0.854     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp         inf    0.502     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp          inf    0.727     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp          inf    0.502     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp         inf    0.203     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp          inf    0.203     0.00  
 b_all_event_entity_id_all_dsl_min                161.402344    1.000     1.00  
 b_joco_event_entity_id_1month_dsl_imp             43.427109    0.869     0.02  
 b_joco_event_entity_id_1month_dsl_min             43.425060    1.000     1.00  
 b_joco_event_entity_id_3month_dsl_imp             37.821220    0.756     0.02  
 b_joco_event_entity_id_3month_dsl_min             37.819778    1.000     1.00  
 b_joco_event_entity_id_6month_dsl_min             28.143482    1.000     1.00  
 b_joco_event_entity_id_6month_dsl_imp             28.143112    0.563     0.02  
 b_joco_event_entity_id_1year_dsl_min              22.034090    1.000     1.00  
 b_joco_event_entity_id_1year_dsl_imp              22.029427    0.220     0.01  
 b_bkgs_entity_id_1month_total_count               21.594995    0.007     0.15  
 b_joco_event_entity_id_all_dsl_min                20.628254    1.000     1.00  
 b_joco_event_entity_id_1year_total_imp            20.621490    0.206     0.01  
 b_joco_event_entity_id_1month_total_imp           20.621490    0.206     0.01  
 b_joco_event_entity_id_all_dsl_imp                20.621490    0.206     0.01  
 b_joco_event_entity_id_3month_total_imp           20.621490    0.206     0.01  
 b_joco_event_entity_id_all_total_imp              20.621490    0.206     0.01  
 b_joco_event_entity_id_6month_total_imp           20.621490    0.206     0.01  
 j_mhcserv_entity_id_1month_services_total_sum     20.440525    0.029     0.39  
 j_services_entity_id_1month_total_count           20.440525    0.029     0.39  
 j_mhcserv_entity_id_1month_services_flag_sum      20.440525    0.029     0.39  
 j_mhcserv_entity_id_all_crisis_sum                19.630516    0.013     0.18  
 j_mhcserv_entity_id_1month_outreach_total_sum     18.686642    0.013     0.22  
 j_mhcserv_entity_id_6month_40_min_therapy_sum     18.253119    0.010     0.11  
 j_mhcserv_entity_id_1month_outreach_total_max     17.498581    0.013     0.22  
 j_mhcserv_entity_id_1year_40_min_therapy_sum      17.445049    0.016     0.14  
 j_mhcserv_entity_id_6month_outreach_total_sum     16.966999    0.027     0.30  ,
 1262:                                                     (-)mean  (+)mean  \
 feature_name                                                           
 b_all_event_gaps_entity_id_3month_days_btwn_imp    0.687014     0.00   
 b_all_event_gaps_entity_id_3years_days_btw_imp     0.190367     0.00   
 b_all_event_gaps_entity_id_3years_days_btwn_imp    0.190367     0.00   
 b_all_event_gaps_entity_id_6month_days_btwn_imp    0.494223     0.00   
 b_all_event_gaps_entity_id_all_days_btw_imp        0.190367     0.00   
 b_all_event_gaps_entity_id_1month_days_btwn_imp    0.853733     0.00   
 b_all_event_gaps_entity_id_all_days_btwn_imp       0.190367     0.00   
 b_all_event_gaps_entity_id_5years_days_btw_imp     0.190367     0.00   
 b_all_event_gaps_entity_id_6month_days_btw_imp     0.494223     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_imp    0.190367     0.00   
 b_all_event_gaps_entity_id_3month_days_btw_imp     0.687014     0.00   
 b_all_event_gaps_entity_id_1year_days_btwn_imp     0.191779     0.00   
 b_all_event_gaps_entity_id_1year_days_btw_imp      0.191779     0.00   
 b_all_event_gaps_entity_id_1month_days_btw_imp     0.853733     0.00   
 b_all_event_entity_id_all_dsl_min                155.929352     1.00   
 j_calls_entity_id_3month_self_ref_calls_sum        0.034171     2.37   
 j_calls_entity_id_1year_self_ref_calls_sum         0.123640     8.40   
 j_calls_entity_id_5year_fam_issue_calls_sum        0.023648     1.56   
 j_calls_entity_id_6month_self_ref_calls_sum        0.071842     4.72   
 j_calls_entity_id_all_fam_issue_calls_sum          0.026454     1.63   
 j_calls_entity_id_1month_cope_calls_sum            0.009884     0.60   
 j_calls_entity_id_3month_cope_calls_sum            0.028834     1.68   
 j_calls_entity_id_6month_cope_calls_sum            0.058317     3.24   
 j_calls_entity_id_1month_after_hr_calls_sum        0.017840     0.93   
 j_calls_entity_id_1year_cope_calls_sum             0.099211     5.10   
 j_calls_entity_id_1month_disp_no_response_sum      0.013463     0.60   
 j_calls_entity_id_3month_disp_no_response_sum      0.039153     1.67   
 j_calls_entity_id_5year_self_ref_calls_sum         0.320525    13.67   
 j_calls_entity_id_5year_cope_calls_sum             0.209681     8.67   
 j_calls_entity_id_3month_after_hr_calls_sum        0.052518     2.15   
 j_calls_entity_id_6month_disp_no_response_sum      0.076575     3.08   
 j_calls_entity_id_all_cope_calls_sum               0.232459     9.23   
 j_calls_entity_id_6month_after_hr_calls_sum        0.105027     4.05   
 j_calls_entity_id_all_self_ref_calls_sum           0.380351    14.49   
 j_calls_entity_id_1month_total_count               0.033683     1.23   
 j_calls_entity_id_1year_disp_no_response_sum       0.149890     5.43   
 j_calls_entity_id_1year_after_hr_calls_sum         0.201334     7.11   
 j_calls_entity_id_1year_disp_jcmhc_sum             0.041515     1.38   
 j_calls_entity_id_6month_disp_jcmhc_sum            0.023329     0.76   
 j_calls_entity_id_3month_total_count               0.100853     3.01   
 
                                                       ratio  (-)supp  (+)supp  
 feature_name                                                                   
 b_all_event_gaps_entity_id_3month_days_btwn_imp         inf    0.687     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp          inf    0.190     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp         inf    0.190     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp         inf    0.494     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp             inf    0.190     0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp         inf    0.854     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp            inf    0.190     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp          inf    0.190     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp          inf    0.494     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp         inf    0.190     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp          inf    0.687     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp          inf    0.192     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp           inf    0.192     0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp          inf    0.854     0.00  
 b_all_event_entity_id_all_dsl_min                155.929352    1.000     1.00  
 j_calls_entity_id_3month_self_ref_calls_sum       69.356377    0.014     0.15  
 j_calls_entity_id_1year_self_ref_calls_sum        67.939056    0.043     0.33  
 j_calls_entity_id_5year_fam_issue_calls_sum       65.966965    0.013     0.14  
 j_calls_entity_id_6month_self_ref_calls_sum       65.700180    0.026     0.25  
 j_calls_entity_id_all_fam_issue_calls_sum         61.615532    0.014     0.15  
 j_calls_entity_id_1month_cope_calls_sum           60.705666    0.006     0.13  
 j_calls_entity_id_3month_cope_calls_sum           58.263969    0.015     0.20  
 j_calls_entity_id_6month_cope_calls_sum           55.558575    0.027     0.28  
 j_calls_entity_id_1month_after_hr_calls_sum       52.128609    0.008     0.14  
 j_calls_entity_id_1year_cope_calls_sum            51.405827    0.043     0.34  
 j_calls_entity_id_1month_disp_no_response_sum     44.568207    0.007     0.11  
 j_calls_entity_id_3month_disp_no_response_sum     42.652988    0.016     0.13  
 j_calls_entity_id_5year_self_ref_calls_sum        42.648781    0.078     0.48  
 j_calls_entity_id_5year_cope_calls_sum            41.348469    0.070     0.43  
 j_calls_entity_id_3month_after_hr_calls_sum       40.938343    0.019     0.15  
 j_calls_entity_id_6month_disp_no_response_sum     40.222160    0.028     0.17  
 j_calls_entity_id_all_cope_calls_sum              39.705887    0.073     0.43  
 j_calls_entity_id_6month_after_hr_calls_sum       38.561466    0.032     0.20  
 j_calls_entity_id_all_self_ref_calls_sum          38.096340    0.084     0.48  
 j_calls_entity_id_1month_total_count              36.517025    0.015     0.21  
 j_calls_entity_id_1year_disp_no_response_sum      36.226486    0.053     0.31  
 j_calls_entity_id_1year_after_hr_calls_sum        35.314484    0.060     0.34  
 j_calls_entity_id_1year_disp_jcmhc_sum            33.240730    0.020     0.17  
 j_calls_entity_id_6month_disp_jcmhc_sum           32.578163    0.012     0.13  
 j_calls_entity_id_3month_total_count              29.845301    0.036     0.30  ,
 1275:                                                           (-)mean  \
 feature_name                                                        
 b_all_event_gaps_entity_id_3month_days_btwn_imp          0.556207   
 b_all_event_gaps_entity_id_6month_days_btwn_imp          0.291375   
 b_all_event_gaps_entity_id_6month_days_btw_imp           0.291375   
 b_all_event_gaps_entity_id_1year_days_btw_imp            0.137271   
 b_all_event_gaps_entity_id_5years_days_btw_imp           0.136462   
 b_all_event_gaps_entity_id_all_days_btwn_min           116.141136   
 b_all_event_gaps_entity_id_5years_days_btwn_imp          0.136462   
 b_all_event_gaps_entity_id_3month_days_btw_imp           0.556207   
 b_all_event_gaps_entity_id_all_days_btw_imp              0.136462   
 b_all_event_gaps_entity_id_all_days_btwn_imp             0.136462   
 b_all_event_gaps_entity_id_3years_days_btw_imp           0.136462   
 b_all_event_gaps_entity_id_1month_days_btwn_imp          0.883780   
 b_all_event_gaps_entity_id_1month_days_btw_imp           0.883780   
 b_all_event_gaps_entity_id_1year_days_btwn_imp           0.137271   
 b_all_event_gaps_entity_id_3years_days_btwn_imp          0.136462   
 b_all_event_entity_id_all_dsl_min                      119.688354   
 j_calls_entity_id_3month_disp_jcmhc_sum                  0.010777   
 j_calls_entity_id_1month_cope_calls_sum                  0.012326   
 j_calls_entity_id_1month_total_count                     0.018114   
 b_joco_event_entity_id_1month_dsl_imp                    0.892871   
 b_joco_event_entity_id_1month_dsl_min               892872.187500   
 j_calls_entity_id_1month_after_hr_calls_sum              0.007819   
 j_calls_entity_id_6month_disp_jcmhc_sum                  0.021105   
 j_adms_entity_id_1month_total_count                      0.003498   
 j_calls_entity_id_1month_call_length_sum                 0.236975   
 j_calls_entity_id_1year_disp_jcmhc_sum                   0.034123   
 j_pros_chrgs_entity_id_1month_total_count                0.007527   
 b_joco_event_entity_id_3month_dsl_imp                    0.646859   
 b_joco_event_entity_id_3month_dsl_min               646875.562500   
 j_calls_entity_id_3month_disp_jcmhc_max                  0.003561   
 j_calls_entity_id_1month_after_hr_calls_max              0.003946   
 j_calls_entity_id_1month_cope_calls_max                  0.005978   
 b_bkgs_entity_id_1month_total_count                      0.005656   
 j_mhcserv_entity_id_1month_outreach_total_sum            0.020033   
 j_mhcserv_entity_id_1month_outreach_total_max            0.008555   
 b_diagnoses_entity_id_5years_psychosis_nonsubst...       0.052958   
 b_diagnoses_entity_id_all_psychosis_nonsubstanc...       0.065527   
 b_diagnoses_entity_id_3month_bh_ed_sum                   0.013646   
 j_mhcserv_entity_id_all_crisis_sum                       0.020082   
 j_calls_entity_id_all_crisis_calls_sum                   0.024593   
 
                                                          (+)mean       ratio  \
 feature_name                                                                   
 b_all_event_gaps_entity_id_3month_days_btwn_imp         0.000000         inf   
 b_all_event_gaps_entity_id_6month_days_btwn_imp         0.000000         inf   
 b_all_event_gaps_entity_id_6month_days_btw_imp          0.000000         inf   
 b_all_event_gaps_entity_id_1year_days_btw_imp           0.000000         inf   
 b_all_event_gaps_entity_id_5years_days_btw_imp          0.000000         inf   
 b_all_event_gaps_entity_id_all_days_btwn_min            0.000000         inf   
 b_all_event_gaps_entity_id_5years_days_btwn_imp         0.000000         inf   
 b_all_event_gaps_entity_id_3month_days_btw_imp          0.000000         inf   
 b_all_event_gaps_entity_id_all_days_btw_imp             0.000000         inf   
 b_all_event_gaps_entity_id_all_days_btwn_imp            0.000000         inf   
 b_all_event_gaps_entity_id_3years_days_btw_imp          0.000000         inf   
 b_all_event_gaps_entity_id_1month_days_btwn_imp         0.000000         inf   
 b_all_event_gaps_entity_id_1month_days_btw_imp          0.000000         inf   
 b_all_event_gaps_entity_id_1year_days_btwn_imp          0.000000         inf   
 b_all_event_gaps_entity_id_3years_days_btwn_imp         0.000000         inf   
 b_all_event_entity_id_all_dsl_min                       1.000000  119.688354   
 j_calls_entity_id_3month_disp_jcmhc_sum                 0.580000   53.819908   
 j_calls_entity_id_1month_cope_calls_sum                 0.590000   47.866486   
 j_calls_entity_id_1month_total_count                    0.810000   44.717316   
 b_joco_event_entity_id_1month_dsl_imp                   0.020000   44.643570   
 b_joco_event_entity_id_1month_dsl_min               20001.029297   44.641312   
 j_calls_entity_id_1month_after_hr_calls_sum             0.330000   42.202583   
 j_calls_entity_id_6month_disp_jcmhc_sum                 0.890000   42.169811   
 j_adms_entity_id_1month_total_count                     0.140000   40.022449   
 j_calls_entity_id_1month_call_length_sum                8.345000   35.214699   
 j_calls_entity_id_1year_disp_jcmhc_sum                  1.140000   33.408638   
 j_pros_chrgs_entity_id_1month_total_count               0.250000   33.213268   
 b_joco_event_entity_id_3month_dsl_imp                   0.020000   32.342953   
 b_joco_event_entity_id_3month_dsl_min               20001.029297   32.342113   
 j_calls_entity_id_3month_disp_jcmhc_max                 0.110000   30.886976   
 j_calls_entity_id_1month_after_hr_calls_max             0.120000   30.408590   
 j_calls_entity_id_1month_cope_calls_max                 0.180000   30.111200   
 b_bkgs_entity_id_1month_total_count                     0.170000   30.055004   
 j_mhcserv_entity_id_1month_outreach_total_sum           0.600000   29.950098   
 j_mhcserv_entity_id_1month_outreach_total_max           0.250000   29.222382   
 b_diagnoses_entity_id_5years_psychosis_nonsubst...      1.510000   28.513302   
 b_diagnoses_entity_id_all_psychosis_nonsubstanc...      1.850000   28.232512   
 b_diagnoses_entity_id_3month_bh_ed_sum                  0.380000   27.846497   
 j_mhcserv_entity_id_all_crisis_sum                      0.540000   26.889694   
 j_calls_entity_id_all_crisis_calls_sum                  0.650000   26.429811   
 
                                                     (-)supp  (+)supp  
 feature_name                                                          
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.556     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.291     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.291     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.137     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.136     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min          0.600     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.136     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.556     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp           0.136     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.136     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.136     0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp       0.884     0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp        0.884     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.137     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.136     0.00  
 b_all_event_entity_id_all_dsl_min                     1.000     1.00  
 j_calls_entity_id_3month_disp_jcmhc_sum               0.004     0.11  
 j_calls_entity_id_1month_cope_calls_sum               0.006     0.18  
 j_calls_entity_id_1month_total_count                  0.008     0.23  
 b_joco_event_entity_id_1month_dsl_imp                 0.893     0.02  
 b_joco_event_entity_id_1month_dsl_min                 1.000     1.00  
 j_calls_entity_id_1month_after_hr_calls_sum           0.004     0.12  
 j_calls_entity_id_6month_disp_jcmhc_sum               0.006     0.14  
 j_adms_entity_id_1month_total_count                   0.003     0.11  
 j_calls_entity_id_1month_call_length_sum              0.008     0.23  
 j_calls_entity_id_1year_disp_jcmhc_sum                0.011     0.20  
 j_pros_chrgs_entity_id_1month_total_count             0.004     0.11  
 b_joco_event_entity_id_3month_dsl_imp                 0.647     0.02  
 b_joco_event_entity_id_3month_dsl_min                 1.000     1.00  
 j_calls_entity_id_3month_disp_jcmhc_max               0.004     0.11  
 j_calls_entity_id_1month_after_hr_calls_max           0.004     0.12  
 j_calls_entity_id_1month_cope_calls_max               0.006     0.18  
 b_bkgs_entity_id_1month_total_count                   0.006     0.17  
 j_mhcserv_entity_id_1month_outreach_total_sum         0.009     0.25  
 j_mhcserv_entity_id_1month_outreach_total_max         0.009     0.25  
 b_diagnoses_entity_id_5years_psychosis_nonsubst...    0.007     0.11  
 b_diagnoses_entity_id_all_psychosis_nonsubstanc...    0.008     0.11  
 b_diagnoses_entity_id_3month_bh_ed_sum                0.006     0.14  
 j_mhcserv_entity_id_all_crisis_sum                    0.008     0.13  
 j_calls_entity_id_all_crisis_calls_sum                0.009     0.11  ,
 1288:                                                        (-)mean       (+)mean  \
 feature_name                                                                   
 b_all_event_gaps_entity_id_all_days_btwn_min        137.562210      0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.162939      0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.162939      0.000000   
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.768197      0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.162939      0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     155.388123      0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.649445      0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.649445      0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_min      181.676224      0.000000   
 b_all_event_gaps_entity_id_1month_days_btw_imp        0.889828      0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.163257      0.000000   
 b_all_event_gaps_entity_id_1month_days_btwn_imp       0.889828      0.000000   
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.768197      0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.162939      0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.162939      0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.163257      0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.162939      0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min     166.717209      0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_min     275.940277      0.120000   
 b_all_event_gaps_entity_id_3month_days_btwn_min     273.492340      0.440000   
 b_all_event_entity_id_all_dsl_min                   182.386230      1.000000   
 b_all_event_gaps_entity_id_1month_days_btwn_min     223.927780      2.780000   
 b_bkgs_entity_id_1month_total_count                   0.006030      0.240000   
 b_joco_event_entity_id_1month_dsl_imp                 0.899510      0.030000   
 b_joco_event_entity_id_1month_dsl_min            899510.500000  30000.939453   
 j_mnh_entity_id_1year_total_count                     0.008360      0.250000   
 b_joco_event_entity_id_3month_dsl_imp                 0.798803      0.030000   
 b_joco_event_entity_id_3month_dsl_min            798809.750000  30000.939453   
 j_calls_entity_id_6month_legal_issue_calls_sum        0.009929      0.260000   
 j_calls_entity_id_1year_legal_issue_calls_sum         0.014836      0.370000   
 b_ambulance_entity_id_all_drug_use_sum                0.008576      0.200000   
 b_joco_event_entity_id_6month_dsl_min            689413.187500  30000.939453   
 b_joco_event_entity_id_6month_dsl_imp                 0.689391      0.030000   
 b_bkgs_entity_id_6month_total_count                   0.033134      0.750000   
 b_joco_event_entity_id_1month_total_count             0.354888      8.030000   
 b_bkgs_entity_id_3month_total_count                   0.018011      0.390000   
 j_calls_entity_id_1year_aggression_calls_sum          0.012347      0.260000   
 j_calls_entity_id_5year_disp_no_contact_sum           0.007604      0.160000   
 j_calls_entity_id_1year_disp_no_contact_sum           0.007604      0.160000   
 j_calls_entity_id_all_disp_no_contact_sum             0.007604      0.160000   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_gaps_entity_id_all_days_btwn_min             inf    0.608     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.163     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.163     0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp          inf    0.768     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.163     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min          inf    0.626     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp          inf    0.649     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp           inf    0.649     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min           inf    0.687     0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp           inf    0.890     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp            inf    0.163     0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp          inf    0.890     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp           inf    0.768     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.163     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.163     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp           inf    0.163     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.163     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min          inf    0.641     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_min  2299.502197    0.806     0.09  
 b_all_event_gaps_entity_id_3month_days_btwn_min   621.573486    0.885     0.22  
 b_all_event_entity_id_all_dsl_min                 182.386230    1.000     1.00  
 b_all_event_gaps_entity_id_1month_days_btwn_min    80.549561    0.952     0.46  
 b_bkgs_entity_id_1month_total_count                39.800762    0.006     0.23  
 b_joco_event_entity_id_1month_dsl_imp              29.983660    0.900     0.03  
 b_joco_event_entity_id_1month_dsl_min              29.982744    1.000     1.00  
 j_mnh_entity_id_1year_total_count                  29.904945    0.005     0.13  
 b_joco_event_entity_id_3month_dsl_imp              26.626760    0.799     0.03  
 b_joco_event_entity_id_3month_dsl_min              26.626160    1.000     1.00  
 j_calls_entity_id_6month_legal_issue_calls_sum     26.185333    0.007     0.14  
 j_calls_entity_id_1year_legal_issue_calls_sum      24.938728    0.010     0.20  
 b_ambulance_entity_id_all_drug_use_sum             23.319691    0.007     0.12  
 b_joco_event_entity_id_6month_dsl_min              22.979719    1.000     1.00  
 b_joco_event_entity_id_6month_dsl_imp              22.979712    0.689     0.03  
 b_bkgs_entity_id_6month_total_count                22.635189    0.029     0.60  
 b_joco_event_entity_id_1month_total_count          22.626862    0.100     0.97  
 b_bkgs_entity_id_3month_total_count                21.653997    0.017     0.35  
 j_calls_entity_id_1year_aggression_calls_sum       21.057020    0.007     0.12  
 j_calls_entity_id_5year_disp_no_contact_sum        21.041952    0.006     0.11  
 j_calls_entity_id_1year_disp_no_contact_sum        21.041952    0.006     0.11  
 j_calls_entity_id_all_disp_no_contact_sum          21.041952    0.006     0.11  ,
 1301:                                                        (-)mean       (+)mean  \
 feature_name                                                                   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.218926      0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.218926      0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.564986      0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     223.625168      0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min        194.338333      0.000000   
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.729933      0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.218926      0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.218926      0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.564986      0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.218926      0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.218926      0.000000   
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.729933      0.000000   
 b_all_event_gaps_entity_id_1month_days_btwn_imp       0.874794      0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.220266      0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.220266      0.000000   
 b_all_event_gaps_entity_id_1month_days_btw_imp        0.874794      0.000000   
 b_all_event_entity_id_all_dsl_min                   165.210190      1.000000   
 b_joco_event_entity_id_1month_dsl_imp                 0.889867      0.010000   
 b_joco_event_entity_id_1month_dsl_min            889867.687500  10001.030273   
 b_joco_event_entity_id_3month_dsl_imp                 0.771525      0.010000   
 b_joco_event_entity_id_3month_dsl_min            771532.250000  10001.030273   
 b_joco_event_entity_id_6month_dsl_imp                 0.620094      0.010000   
 b_joco_event_entity_id_6month_dsl_min            620123.312500  10001.030273   
 j_pros_chrgs_entity_id_1month_total_count             0.008961      0.410000   
 j_calls_entity_id_5year_self_ref_calls_sum            0.252732     10.370000   
 j_calls_entity_id_5year_disp_no_response_sum          0.177622      6.900000   
 j_calls_entity_id_all_self_ref_calls_sum              0.337706     10.890000   
 j_calls_entity_id_5year_fam_issue_calls_sum           0.058384      1.880000   
 b_joco_event_entity_id_1year_dsl_min             302417.625000  10001.030273   
 b_joco_event_entity_id_1year_dsl_imp                  0.302305      0.010000   
 j_calls_entity_id_all_fam_issue_calls_sum             0.063744      1.890000   
 j_calls_entity_id_all_disp_no_response_sum            0.243712      7.190000   
 b_bkgs_entity_id_1month_total_count                   0.009118      0.260000   
 j_calls_entity_id_6month_court_ref_calls_sum          0.009131      0.260000   
 b_joco_event_entity_id_all_dsl_min               281739.031250  10001.030273   
 b_joco_event_entity_id_all_dsl_imp                    0.281597      0.010000   
 b_joco_event_entity_id_1year_total_imp                0.281597      0.010000   
 b_joco_event_entity_id_1month_total_imp               0.281597      0.010000   
 b_joco_event_entity_id_6month_total_imp               0.281597      0.010000   
 b_joco_event_entity_id_all_total_imp                  0.281597      0.010000   
 
                                                       ratio  (-)supp  (+)supp  
 feature_name                                                                   
 b_all_event_gaps_entity_id_5years_days_btwn_imp         inf    0.219     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp          inf    0.219     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp          inf    0.565     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min         inf    0.470     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min            inf    0.453     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp          inf    0.730     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp          inf    0.219     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp         inf    0.219     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp         inf    0.565     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp             inf    0.219     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp            inf    0.219     0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp         inf    0.730     0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp         inf    0.875     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp           inf    0.220     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp          inf    0.220     0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp          inf    0.875     0.00  
 b_all_event_entity_id_all_dsl_min                165.210190    1.000     1.00  
 b_joco_event_entity_id_1month_dsl_imp             88.986725    0.890     0.01  
 b_joco_event_entity_id_1month_dsl_min             88.977600    1.000     1.00  
 b_joco_event_entity_id_3month_dsl_imp             77.152458    0.772     0.01  
 b_joco_event_entity_id_3month_dsl_min             77.145279    1.000     1.00  
 b_joco_event_entity_id_6month_dsl_imp             62.009441    0.620     0.01  
 b_joco_event_entity_id_6month_dsl_min             62.005947    1.000     1.00  
 j_pros_chrgs_entity_id_1month_total_count         45.751331    0.005     0.15  
 j_calls_entity_id_5year_self_ref_calls_sum        41.031567    0.057     0.32  
 j_calls_entity_id_5year_disp_no_response_sum      38.846592    0.038     0.27  
 j_calls_entity_id_all_self_ref_calls_sum          32.246964    0.065     0.36  
 j_calls_entity_id_5year_fam_issue_calls_sum       32.200790    0.027     0.19  
 b_joco_event_entity_id_1year_dsl_min              30.238647    1.000     1.00  
 b_joco_event_entity_id_1year_dsl_imp              30.230474    0.302     0.01  
 j_calls_entity_id_all_fam_issue_calls_sum         29.650053    0.029     0.19  
 j_calls_entity_id_all_disp_no_response_sum        29.502045    0.044     0.29  
 b_bkgs_entity_id_1month_total_count               28.513891    0.009     0.21  
 j_calls_entity_id_6month_court_ref_calls_sum      28.473070    0.007     0.12  
 b_joco_event_entity_id_all_dsl_min                28.171000    1.000     1.00  
 b_joco_event_entity_id_all_dsl_imp                28.159725    0.282     0.01  
 b_joco_event_entity_id_1year_total_imp            28.159725    0.282     0.01  
 b_joco_event_entity_id_1month_total_imp           28.159725    0.282     0.01  
 b_joco_event_entity_id_6month_total_imp           28.159725    0.282     0.01  
 b_joco_event_entity_id_all_total_imp              28.159725    0.282     0.01  ,
 1314:                                                     (-)mean    (+)mean  \
 feature_name                                                             
 b_all_event_gaps_entity_id_5years_days_btwn_imp    0.204297   0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp     0.501662   0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp    0.501662   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp     0.204297   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp    0.204297   0.000000   
 b_all_event_gaps_entity_id_3month_days_btw_imp     0.695323   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp     0.204784   0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp      0.204784   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp     0.204297   0.000000   
 b_all_event_gaps_entity_id_3month_days_btwn_imp    0.695323   0.000000   
 b_all_event_gaps_entity_id_1month_days_btw_imp     0.866079   0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp        0.204297   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp       0.204297   0.000000   
 b_all_event_gaps_entity_id_1month_days_btwn_imp    0.866079   0.000000   
 b_all_event_entity_id_all_dsl_min                156.867310   1.000000   
 j_calls_entity_id_6month_crisis_calls_sum          0.054552   5.590000   
 j_calls_entity_id_3month_crisis_calls_sum          0.027502   2.800000   
 j_calls_entity_id_6month_self_ref_calls_sum        0.054996   5.550000   
 j_calls_entity_id_1month_crisis_calls_sum          0.008665   0.810000   
 j_calls_entity_id_3month_disp_no_action_sum        0.023391   2.010000   
 j_calls_entity_id_6month_disp_no_action_sum        0.048884   4.110000   
 j_calls_entity_id_1month_disp_no_action_sum        0.008003   0.580000   
 j_calls_entity_id_1year_crisis_calls_sum           0.095768   6.900000   
 j_calls_entity_id_1year_self_ref_calls_sum         0.097463   6.950000   
 j_calls_entity_id_6month_after_hr_calls_sum        0.081610   5.570000   
 j_calls_entity_id_1month_after_hr_calls_sum        0.012332   0.840000   
 j_calls_entity_id_3month_after_hr_calls_sum        0.040117   2.640000   
 j_calls_entity_id_5year_self_ref_calls_sum         0.299963  17.740000   
 j_calls_entity_id_6month_legal_issue_calls_sum     0.018676   1.060000   
 j_pros_chrgs_entity_id_1month_total_count          0.010593   0.600000   
 j_calls_entity_id_1year_disp_no_action_sum         0.093120   5.180000   
 j_calls_entity_id_all_crisis_calls_sum             0.157821   8.380000   
 j_calls_entity_id_5year_crisis_calls_sum           0.157821   8.380000   
 j_calls_entity_id_6month_disp_jcmhc_sum            0.026134   1.330000   
 j_calls_entity_id_3month_disp_jcmhc_sum            0.012528   0.600000   
 j_calls_entity_id_1year_after_hr_calls_sum         0.154074   7.260000   
 b_bkgs_entity_id_1month_d_in_jail_avg              0.155249   7.145000   
 j_calls_entity_id_all_self_ref_calls_sum           0.406557  18.049999   
 b_bkgs_entity_id_1month_total_count                0.008687   0.380000   
 j_calls_entity_id_all_disp_no_action_sum           0.136016   5.930000   
 
                                                       ratio  (-)supp  (+)supp  
 feature_name                                                                   
 b_all_event_gaps_entity_id_5years_days_btwn_imp         inf    0.204     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp          inf    0.502     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp         inf    0.502     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp          inf    0.204     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp         inf    0.204     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp          inf    0.695     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp          inf    0.205     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp           inf    0.205     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp          inf    0.204     0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp         inf    0.695     0.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp          inf    0.866     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp             inf    0.204     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp            inf    0.204     0.00  
 b_all_event_gaps_entity_id_1month_days_btwn_imp         inf    0.866     0.00  
 b_all_event_entity_id_all_dsl_min                156.867310    1.000     1.00  
 j_calls_entity_id_6month_crisis_calls_sum        102.471161    0.015     0.15  
 j_calls_entity_id_3month_crisis_calls_sum        101.812592    0.008     0.15  
 j_calls_entity_id_6month_self_ref_calls_sum      100.916901    0.018     0.12  
 j_calls_entity_id_1month_crisis_calls_sum         93.477806    0.003     0.12  
 j_calls_entity_id_3month_disp_no_action_sum       85.931091    0.011     0.14  
 j_calls_entity_id_6month_disp_no_action_sum       84.076080    0.021     0.15  
 j_calls_entity_id_1month_disp_no_action_sum       72.472054    0.004     0.12  
 j_calls_entity_id_1year_crisis_calls_sum          72.049248    0.026     0.15  
 j_calls_entity_id_1year_self_ref_calls_sum        71.309097    0.032     0.15  
 j_calls_entity_id_6month_after_hr_calls_sum       68.251747    0.025     0.18  
 j_calls_entity_id_1month_after_hr_calls_sum       68.115326    0.005     0.16  
 j_calls_entity_id_3month_after_hr_calls_sum       65.807053    0.014     0.18  
 j_calls_entity_id_5year_self_ref_calls_sum        59.140644    0.063     0.22  
 j_calls_entity_id_6month_legal_issue_calls_sum    56.756451    0.011     0.11  
 j_pros_chrgs_entity_id_1month_total_count         56.640251    0.006     0.24  
 j_calls_entity_id_1year_disp_no_action_sum        55.627426    0.040     0.15  
 j_calls_entity_id_all_crisis_calls_sum            53.098186    0.035     0.16  
 j_calls_entity_id_5year_crisis_calls_sum          53.098186    0.035     0.16  
 j_calls_entity_id_6month_disp_jcmhc_sum           50.892124    0.007     0.12  
 j_calls_entity_id_3month_disp_jcmhc_sum           47.890945    0.004     0.11  
 j_calls_entity_id_1year_after_hr_calls_sum        47.120235    0.044     0.19  
 b_bkgs_entity_id_1month_d_in_jail_avg             46.022861    0.006     0.29  
 j_calls_entity_id_all_self_ref_calls_sum          44.397251    0.073     0.24  
 b_bkgs_entity_id_1month_total_count               43.743599    0.008     0.36  
 j_calls_entity_id_all_disp_no_action_sum          43.597790    0.051     0.17  ,
 1327:                                                         (-)mean       (+)mean  \
 feature_name                                                                    
 b_joco_event_entity_id_3month_total_imp                0.284109      0.000000   
 b_joco_event_entity_id_1year_total_imp                 0.284109      0.000000   
 b_joco_event_entity_id_all_dsl_imp                     0.284109      0.000000   
 b_joco_event_entity_id_all_total_imp                   0.284109      0.000000   
 b_joco_event_entity_id_1year_dsl_imp                   0.309882      0.000000   
 b_joco_event_entity_id_6month_total_imp                0.284109      0.000000   
 b_joco_event_entity_id_1month_total_imp                0.284109      0.000000   
 b_joco_event_entity_id_1year_dsl_min              309992.312500      4.040000   
 b_joco_event_entity_id_all_dsl_min                284257.718750      4.040000   
 b_all_event_entity_id_all_dsl_min                    165.230042      1.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min      196.483917      1.963353   
 b_all_event_gaps_entity_id_all_days_btwn_min         163.087112      1.629637   
 b_joco_event_entity_id_1month_dsl_imp                  0.882251      0.010000   
 b_joco_event_entity_id_1month_dsl_min             882251.375000  10000.980469   
 b_all_event_gaps_entity_id_1month_days_btw_imp         0.867885      0.010000   
 b_all_event_gaps_entity_id_1month_days_btwn_imp        0.867885      0.010000   
 b_joco_event_entity_id_3month_dsl_imp                  0.764364      0.010000   
 b_joco_event_entity_id_3month_dsl_min             764371.875000  10000.980469   
 b_all_event_gaps_entity_id_3month_days_btw_imp         0.721641      0.010000   
 b_all_event_gaps_entity_id_3month_days_btwn_imp        0.721641      0.010000   
 b_joco_event_entity_id_6month_dsl_imp                  0.607194      0.010000   
 b_joco_event_entity_id_6month_dsl_min             607223.625000  10000.980469   
 b_all_event_gaps_entity_id_6month_days_btwn_imp        0.539011      0.010000   
 b_all_event_gaps_entity_id_6month_days_btw_imp         0.539011      0.010000   
 d_dx_entity_id_1year_total_count                       0.294904      0.010000   
 d_svcs_entity_id_1year_servicetype_Emergency_sum       0.251669      0.010000   
 j_case_chrgs_entity_id_1month_total_count              0.017891      0.420000   
 j_case_chrgs_entity_id_6month_total_drug_sum           0.011163      0.240000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp         0.201086      0.010000   
 b_all_event_gaps_entity_id_1year_days_btw_imp          0.201086      0.010000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp        0.199450      0.010000   
 b_all_event_gaps_entity_id_all_days_btwn_imp           0.199450      0.010000   
 b_all_event_gaps_entity_id_3years_days_btw_imp         0.199450      0.010000   
 b_all_event_gaps_entity_id_all_days_btw_imp            0.199450      0.010000   
 b_all_event_gaps_entity_id_5years_days_btw_imp         0.199450      0.010000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp        0.199450      0.010000   
 b_all_event_gaps_entity_id_1year_days_btwn_min       252.709167     14.415271   
 d_svcs_entity_id_1year_servicetype_Emergency_max       0.166260      0.010000   
 j_calls_entity_id_5year_call_length_max                6.445354    104.120003   
 j_calls_entity_id_6month_court_ref_calls_sum           0.010574      0.170000   
 
                                                          ratio  (-)supp  \
 feature_name                                                              
 b_joco_event_entity_id_3month_total_imp                    inf    0.284   
 b_joco_event_entity_id_1year_total_imp                     inf    0.284   
 b_joco_event_entity_id_all_dsl_imp                         inf    0.284   
 b_joco_event_entity_id_all_total_imp                       inf    0.284   
 b_joco_event_entity_id_1year_dsl_imp                       inf    0.310   
 b_joco_event_entity_id_6month_total_imp                    inf    0.284   
 b_joco_event_entity_id_1month_total_imp                    inf    0.284   
 b_joco_event_entity_id_1year_dsl_min              7.673077e+04    1.000   
 b_joco_event_entity_id_all_dsl_min                7.036082e+04    1.000   
 b_all_event_entity_id_all_dsl_min                 1.652300e+02    1.000   
 b_all_event_gaps_entity_id_5years_days_btwn_min   1.000757e+02    0.390   
 b_all_event_gaps_entity_id_all_days_btwn_min      1.000757e+02    0.372   
 b_joco_event_entity_id_1month_dsl_imp             8.822509e+01    0.882   
 b_joco_event_entity_id_1month_dsl_min             8.821649e+01    1.000   
 b_all_event_gaps_entity_id_1month_days_btw_imp    8.678849e+01    0.868   
 b_all_event_gaps_entity_id_1month_days_btwn_imp   8.678849e+01    0.868   
 b_joco_event_entity_id_3month_dsl_imp             7.643641e+01    0.764   
 b_joco_event_entity_id_3month_dsl_min             7.642970e+01    1.000   
 b_all_event_gaps_entity_id_3month_days_btw_imp    7.216407e+01    0.722   
 b_all_event_gaps_entity_id_3month_days_btwn_imp   7.216407e+01    0.722   
 b_joco_event_entity_id_6month_dsl_imp             6.071945e+01    0.607   
 b_joco_event_entity_id_6month_dsl_min             6.071641e+01    1.000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp   5.390114e+01    0.539   
 b_all_event_gaps_entity_id_6month_days_btw_imp    5.390114e+01    0.539   
 d_dx_entity_id_1year_total_count                  2.949042e+01    0.185   
 d_svcs_entity_id_1year_servicetype_Emergency_sum  2.516686e+01    0.166   
 j_case_chrgs_entity_id_1month_total_count         2.347602e+01    0.012   
 j_case_chrgs_entity_id_6month_total_drug_sum      2.150055e+01    0.008   
 b_all_event_gaps_entity_id_1year_days_btwn_imp    2.010857e+01    0.201   
 b_all_event_gaps_entity_id_1year_days_btw_imp     2.010857e+01    0.201   
 b_all_event_gaps_entity_id_3years_days_btwn_imp   1.994495e+01    0.199   
 b_all_event_gaps_entity_id_all_days_btwn_imp      1.994495e+01    0.199   
 b_all_event_gaps_entity_id_3years_days_btw_imp    1.994495e+01    0.199   
 b_all_event_gaps_entity_id_all_days_btw_imp       1.994495e+01    0.199   
 b_all_event_gaps_entity_id_5years_days_btw_imp    1.994495e+01    0.199   
 b_all_event_gaps_entity_id_5years_days_btwn_imp   1.994495e+01    0.199   
 b_all_event_gaps_entity_id_1year_days_btwn_min    1.753066e+01    0.455   
 d_svcs_entity_id_1year_servicetype_Emergency_max  1.662602e+01    0.166   
 j_calls_entity_id_5year_call_length_max           1.615427e+01    0.156   
 j_calls_entity_id_6month_court_ref_calls_sum      1.607748e+01    0.008   
 
                                                   (+)supp  
 feature_name                                               
 b_joco_event_entity_id_3month_total_imp              0.00  
 b_joco_event_entity_id_1year_total_imp               0.00  
 b_joco_event_entity_id_all_dsl_imp                   0.00  
 b_joco_event_entity_id_all_total_imp                 0.00  
 b_joco_event_entity_id_1year_dsl_imp                 0.00  
 b_joco_event_entity_id_6month_total_imp              0.00  
 b_joco_event_entity_id_1month_total_imp              0.00  
 b_joco_event_entity_id_1year_dsl_min                 1.00  
 b_joco_event_entity_id_all_dsl_min                   1.00  
 b_all_event_entity_id_all_dsl_min                    1.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min      0.01  
 b_all_event_gaps_entity_id_all_days_btwn_min         0.01  
 b_joco_event_entity_id_1month_dsl_imp                0.01  
 b_joco_event_entity_id_1month_dsl_min                1.00  
 b_all_event_gaps_entity_id_1month_days_btw_imp       0.01  
 b_all_event_gaps_entity_id_1month_days_btwn_imp      0.01  
 b_joco_event_entity_id_3month_dsl_imp                0.01  
 b_joco_event_entity_id_3month_dsl_min                1.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp       0.01  
 b_all_event_gaps_entity_id_3month_days_btwn_imp      0.01  
 b_joco_event_entity_id_6month_dsl_imp                0.01  
 b_joco_event_entity_id_6month_dsl_min                1.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp      0.01  
 b_all_event_gaps_entity_id_6month_days_btw_imp       0.01  
 d_dx_entity_id_1year_total_count                     0.01  
 d_svcs_entity_id_1year_servicetype_Emergency_sum     0.01  
 j_case_chrgs_entity_id_1month_total_count            0.17  
 j_case_chrgs_entity_id_6month_total_drug_sum         0.15  
 b_all_event_gaps_entity_id_1year_days_btwn_imp       0.01  
 b_all_event_gaps_entity_id_1year_days_btw_imp        0.01  
 b_all_event_gaps_entity_id_3years_days_btwn_imp      0.01  
 b_all_event_gaps_entity_id_all_days_btwn_imp         0.01  
 b_all_event_gaps_entity_id_3years_days_btw_imp       0.01  
 b_all_event_gaps_entity_id_all_days_btw_imp          0.01  
 b_all_event_gaps_entity_id_5years_days_btw_imp       0.01  
 b_all_event_gaps_entity_id_5years_days_btwn_imp      0.01  
 b_all_event_gaps_entity_id_1year_days_btwn_min       0.03  
 d_svcs_entity_id_1year_servicetype_Emergency_max     0.01  
 j_calls_entity_id_5year_call_length_max              0.46  
 j_calls_entity_id_6month_court_ref_calls_sum         0.12  ,
 1175:                                                        (-)mean  (+)mean  \
 feature_name                                                              
 j_calls_entity_id_5year_dsl_imp                       0.855092     0.00   
 j_calls_entity_id_5year_call_length_imp               0.855123     0.00   
 j_calls_entity_id_all_call_length_imp                 0.855123     0.00   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.216742     0.00   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.216742     0.00   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.218206     0.00   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.218206     0.00   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.216742     0.00   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.216742     0.00   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.216742     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.216742     0.00   
 j_calls_entity_id_all_dsl_imp                         0.855092     0.00   
 j_calls_entity_id_all_call_length_min            855123.687500     2.16   
 j_calls_entity_id_5year_call_length_min          855123.687500     2.16   
 b_all_event_gaps_entity_id_1year_days_btwn_min      265.813110     0.01   
 b_all_event_gaps_entity_id_3years_days_btwn_min     236.924469     0.01   
 b_all_event_gaps_entity_id_all_days_btwn_min        230.992966     0.01   
 b_all_event_gaps_entity_id_5years_days_btwn_min     230.992966     0.01   
 j_calls_entity_id_all_dsl_min                    855136.250000    60.59   
 j_calls_entity_id_5year_dsl_min                  855136.250000    60.59   
 b_joco_event_entity_id_1year_dsl_min              59069.691406    19.09   
 b_joco_event_entity_id_all_dsl_min                54554.820312    19.09   
 j_calls_entity_id_1month_mhc_ref_calls_sum            0.001315     0.26   
 j_calls_entity_id_3month_disp_no_response_sum         0.026426     3.95   
 j_calls_entity_id_1month_disp_no_response_sum         0.009671     1.42   
 j_calls_entity_id_6month_disp_no_response_sum         0.047656     6.94   
 j_calls_entity_id_1year_disp_no_response_sum          0.081038    11.62   
 j_calls_entity_id_1month_mhc_ref_calls_max            0.000923     0.13   
 j_calls_entity_id_6month_disp_screening_sum           0.003118     0.42   
 j_calls_entity_id_6month_after_hr_calls_sum           0.066139     8.89   
 j_calls_entity_id_1year_after_hr_calls_sum            0.110646    14.86   
 b_ambulance_subst_entity_id_1month_total_count        0.001135     0.15   
 j_calls_entity_id_6month_screening_calls_sum          0.002768     0.36   
 j_calls_entity_id_1month_after_hr_calls_sum           0.013669     1.73   
 j_calls_entity_id_3month_after_hr_calls_sum           0.039162     4.91   
 j_calls_entity_id_3month_screening_calls_sum          0.001357     0.17   
 j_calls_entity_id_6month_hosp_ref_calls_sum           0.013552     1.67   
 j_calls_entity_id_3month_disp_screening_sum           0.001474     0.18   
 j_calls_entity_id_5year_disp_no_response_sum          0.163954    20.02   
 j_calls_entity_id_all_disp_no_response_sum            0.163954    20.02   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 j_calls_entity_id_5year_dsl_imp                           inf    0.855   
 j_calls_entity_id_5year_call_length_imp                   inf    0.855   
 j_calls_entity_id_all_call_length_imp                     inf    0.855   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.217   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.217   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.218   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.218   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.217   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.217   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.217   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.217   
 j_calls_entity_id_all_dsl_imp                             inf    0.855   
 j_calls_entity_id_all_call_length_min            3.958906e+05    1.000   
 j_calls_entity_id_5year_call_length_min          3.958906e+05    1.000   
 b_all_event_gaps_entity_id_1year_days_btwn_min   2.658131e+04    0.469   
 b_all_event_gaps_entity_id_3years_days_btwn_min  2.369245e+04    0.403   
 b_all_event_gaps_entity_id_all_days_btwn_min     2.309930e+04    0.397   
 b_all_event_gaps_entity_id_5years_days_btwn_min  2.309930e+04    0.397   
 j_calls_entity_id_all_dsl_min                    1.411349e+04    1.000   
 j_calls_entity_id_5year_dsl_min                  1.411349e+04    1.000   
 b_joco_event_entity_id_1year_dsl_min             3.094274e+03    1.000   
 b_joco_event_entity_id_all_dsl_min               2.857770e+03    1.000   
 j_calls_entity_id_1month_mhc_ref_calls_sum       1.977279e+02    0.001   
 j_calls_entity_id_3month_disp_no_response_sum    1.494739e+02    0.015   
 j_calls_entity_id_1month_disp_no_response_sum    1.468283e+02    0.006   
 j_calls_entity_id_6month_disp_no_response_sum    1.456273e+02    0.023   
 j_calls_entity_id_1year_disp_no_response_sum     1.433889e+02    0.036   
 j_calls_entity_id_1month_mhc_ref_calls_max       1.409095e+02    0.001   
 j_calls_entity_id_6month_disp_screening_sum      1.347157e+02    0.002   
 j_calls_entity_id_6month_after_hr_calls_sum      1.344133e+02    0.028   
 j_calls_entity_id_1year_after_hr_calls_sum       1.343026e+02    0.043   
 b_ambulance_subst_entity_id_1month_total_count   1.321977e+02    0.001   
 j_calls_entity_id_6month_screening_calls_sum     1.300704e+02    0.002   
 j_calls_entity_id_1month_after_hr_calls_sum      1.265638e+02    0.007   
 j_calls_entity_id_3month_after_hr_calls_sum      1.253772e+02    0.018   
 j_calls_entity_id_3month_screening_calls_sum     1.252435e+02    0.001   
 j_calls_entity_id_6month_hosp_ref_calls_sum      1.232259e+02    0.006   
 j_calls_entity_id_3month_disp_screening_sum      1.221164e+02    0.001   
 j_calls_entity_id_5year_disp_no_response_sum     1.221076e+02    0.053   
 j_calls_entity_id_all_disp_no_response_sum       1.221076e+02    0.053   
 
                                                  (+)supp  
 feature_name                                              
 j_calls_entity_id_5year_dsl_imp                     0.00  
 j_calls_entity_id_5year_call_length_imp             0.00  
 j_calls_entity_id_all_call_length_imp               0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 j_calls_entity_id_all_dsl_imp                       0.00  
 j_calls_entity_id_all_call_length_min               0.99  
 j_calls_entity_id_5year_call_length_min             0.99  
 b_all_event_gaps_entity_id_1year_days_btwn_min      0.01  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.01  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.01  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.01  
 j_calls_entity_id_all_dsl_min                       1.00  
 j_calls_entity_id_5year_dsl_min                     1.00  
 b_joco_event_entity_id_1year_dsl_min                1.00  
 b_joco_event_entity_id_all_dsl_min                  1.00  
 j_calls_entity_id_1month_mhc_ref_calls_sum          0.13  
 j_calls_entity_id_3month_disp_no_response_sum       0.59  
 j_calls_entity_id_1month_disp_no_response_sum       0.35  
 j_calls_entity_id_6month_disp_no_response_sum       0.83  
 j_calls_entity_id_1year_disp_no_response_sum        0.93  
 j_calls_entity_id_1month_mhc_ref_calls_max          0.13  
 j_calls_entity_id_6month_disp_screening_sum         0.22  
 j_calls_entity_id_6month_after_hr_calls_sum         0.87  
 j_calls_entity_id_1year_after_hr_calls_sum          0.94  
 b_ambulance_subst_entity_id_1month_total_count      0.12  
 j_calls_entity_id_6month_screening_calls_sum        0.24  
 j_calls_entity_id_1month_after_hr_calls_sum         0.39  
 j_calls_entity_id_3month_after_hr_calls_sum         0.66  
 j_calls_entity_id_3month_screening_calls_sum        0.14  
 j_calls_entity_id_6month_hosp_ref_calls_sum         0.24  
 j_calls_entity_id_3month_disp_screening_sum         0.11  
 j_calls_entity_id_5year_disp_no_response_sum        0.95  
 j_calls_entity_id_all_disp_no_response_sum          0.95  ,
 1188:                                                        (-)mean    (+)mean  \
 feature_name                                                                
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.210584   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.210168   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.210168   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.210584   0.000000   
 j_calls_entity_id_5year_call_length_imp               0.845685   0.000000   
 j_calls_entity_id_5year_dsl_imp                       0.845675   0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.210168   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.210168   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.210168   0.000000   
 j_calls_entity_id_all_dsl_imp                         0.845675   0.000000   
 j_calls_entity_id_1year_dsl_imp                       0.895289   0.000000   
 j_calls_entity_id_all_call_length_imp                 0.845685   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.210168   0.000000   
 j_calls_entity_id_1year_call_length_imp               0.895289   0.000000   
 j_calls_entity_id_all_call_length_min            845685.687500   1.690000   
 j_calls_entity_id_5year_call_length_min          845685.687500   1.690000   
 j_calls_entity_id_1year_call_length_min          895289.250000   2.065000   
 b_all_event_gaps_entity_id_3years_days_btwn_min     249.584381   0.010000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     236.354401   0.010000   
 b_all_event_gaps_entity_id_all_days_btwn_min        236.354401   0.010000   
 b_all_event_gaps_entity_id_1year_days_btwn_min      279.114532   0.020000   
 j_calls_entity_id_1year_dsl_min                  895305.750000  76.370003   
 j_calls_entity_id_5year_dsl_min                  845727.562500  76.370003   
 j_calls_entity_id_all_dsl_min                    845727.562500  76.370003   
 b_joco_event_entity_id_1year_dsl_min              61271.015625  39.759998   
 b_joco_event_entity_id_all_dsl_min                57178.621094  39.759998   
 j_calls_entity_id_6month_cope_calls_sum               0.018909   4.710000   
 j_calls_entity_id_3month_cope_calls_sum               0.008671   1.860000   
 j_calls_entity_id_1year_cope_calls_sum                0.040762   8.430000   
 j_calls_entity_id_6month_self_ref_calls_sum           0.036998   7.380000   
 j_calls_entity_id_1month_cope_calls_sum               0.002986   0.580000   
 j_calls_entity_id_5year_cope_calls_sum                0.097757  18.780001   
 j_calls_entity_id_all_cope_calls_sum                  0.097757  18.780001   
 j_calls_entity_id_6month_disp_no_response_sum         0.049646   8.530000   
 j_calls_entity_id_1year_disp_screening_sum            0.006090   1.040000   
 j_calls_entity_id_1year_self_ref_calls_sum            0.080831  13.560000   
 j_calls_entity_id_5year_disp_no_response_sum          0.197669  33.099998   
 j_calls_entity_id_all_disp_no_response_sum            0.197669  33.099998   
 j_calls_entity_id_1year_disp_no_response_sum          0.096947  15.920000   
 j_calls_entity_id_1year_screening_calls_sum           0.005738   0.930000   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.211   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.210   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.210   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.211   
 j_calls_entity_id_5year_call_length_imp                   inf    0.846   
 j_calls_entity_id_5year_dsl_imp                           inf    0.846   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.210   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.210   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.210   
 j_calls_entity_id_all_dsl_imp                             inf    0.846   
 j_calls_entity_id_1year_dsl_imp                           inf    0.895   
 j_calls_entity_id_all_call_length_imp                     inf    0.846   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.210   
 j_calls_entity_id_1year_call_length_imp                   inf    0.895   
 j_calls_entity_id_all_call_length_min            5.004058e+05    1.000   
 j_calls_entity_id_5year_call_length_min          5.004058e+05    1.000   
 j_calls_entity_id_1year_call_length_min          4.335541e+05    1.000   
 b_all_event_gaps_entity_id_3years_days_btwn_min  2.495844e+04    0.407   
 b_all_event_gaps_entity_id_5years_days_btwn_min  2.363544e+04    0.395   
 b_all_event_gaps_entity_id_all_days_btwn_min     2.363544e+04    0.395   
 b_all_event_gaps_entity_id_1year_days_btwn_min   1.395573e+04    0.474   
 j_calls_entity_id_1year_dsl_min                  1.172326e+04    1.000   
 j_calls_entity_id_5year_dsl_min                  1.107408e+04    1.000   
 j_calls_entity_id_all_dsl_min                    1.107408e+04    1.000   
 b_joco_event_entity_id_1year_dsl_min             1.541022e+03    1.000   
 b_joco_event_entity_id_all_dsl_min               1.438094e+03    1.000   
 j_calls_entity_id_6month_cope_calls_sum          2.490828e+02    0.012   
 j_calls_entity_id_3month_cope_calls_sum          2.145131e+02    0.006   
 j_calls_entity_id_1year_cope_calls_sum           2.068085e+02    0.024   
 j_calls_entity_id_6month_self_ref_calls_sum      1.994727e+02    0.020   
 j_calls_entity_id_1month_cope_calls_sum          1.942234e+02    0.002   
 j_calls_entity_id_5year_cope_calls_sum           1.921088e+02    0.041   
 j_calls_entity_id_all_cope_calls_sum             1.921088e+02    0.041   
 j_calls_entity_id_6month_disp_no_response_sum    1.718149e+02    0.026   
 j_calls_entity_id_1year_disp_screening_sum       1.707767e+02    0.004   
 j_calls_entity_id_1year_self_ref_calls_sum       1.677565e+02    0.040   
 j_calls_entity_id_5year_disp_no_response_sum     1.674520e+02    0.064   
 j_calls_entity_id_all_disp_no_response_sum       1.674520e+02    0.064   
 j_calls_entity_id_1year_disp_no_response_sum     1.642142e+02    0.044   
 j_calls_entity_id_1year_screening_calls_sum      1.620810e+02    0.005   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 j_calls_entity_id_5year_call_length_imp             0.00  
 j_calls_entity_id_5year_dsl_imp                     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 j_calls_entity_id_all_dsl_imp                       0.00  
 j_calls_entity_id_1year_dsl_imp                     0.00  
 j_calls_entity_id_all_call_length_imp               0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 j_calls_entity_id_1year_call_length_imp             0.00  
 j_calls_entity_id_all_call_length_min               0.99  
 j_calls_entity_id_5year_call_length_min             0.99  
 j_calls_entity_id_1year_call_length_min             1.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.01  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.01  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.01  
 b_all_event_gaps_entity_id_1year_days_btwn_min      0.02  
 j_calls_entity_id_1year_dsl_min                     1.00  
 j_calls_entity_id_5year_dsl_min                     1.00  
 j_calls_entity_id_all_dsl_min                       1.00  
 b_joco_event_entity_id_1year_dsl_min                1.00  
 b_joco_event_entity_id_all_dsl_min                  1.00  
 j_calls_entity_id_6month_cope_calls_sum             0.55  
 j_calls_entity_id_3month_cope_calls_sum             0.29  
 j_calls_entity_id_1year_cope_calls_sum              0.75  
 j_calls_entity_id_6month_self_ref_calls_sum         0.55  
 j_calls_entity_id_1month_cope_calls_sum             0.12  
 j_calls_entity_id_5year_cope_calls_sum              0.76  
 j_calls_entity_id_all_cope_calls_sum                0.76  
 j_calls_entity_id_6month_disp_no_response_sum       0.83  
 j_calls_entity_id_1year_disp_screening_sum          0.43  
 j_calls_entity_id_1year_self_ref_calls_sum          0.73  
 j_calls_entity_id_5year_disp_no_response_sum        0.99  
 j_calls_entity_id_all_disp_no_response_sum          0.99  
 j_calls_entity_id_1year_disp_no_response_sum        0.99  
 j_calls_entity_id_1year_screening_calls_sum         0.49  ,
 1201:                                                       (-)mean    (+)mean  \
 feature_name                                                               
 b_all_event_gaps_entity_id_5years_days_btwn_imp      0.206986   0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp        0.211659   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp       0.211659   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp         0.206986   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp       0.206986   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp       0.206986   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp      0.206986   0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp          0.206986   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_min     274.914459   0.010000   
 b_all_event_gaps_entity_id_3years_days_btwn_min    245.559479   0.010000   
 b_all_event_gaps_entity_id_5years_days_btwn_min    226.423294   0.010000   
 b_all_event_gaps_entity_id_all_days_btwn_min       226.423294   0.010000   
 b_joco_event_entity_id_1year_dsl_min             70012.820312  16.250000   
 b_joco_event_entity_id_all_dsl_min               60973.644531  16.250000   
 j_calls_entity_id_1month_mhc_ref_calls_sum           0.000540   0.190000   
 j_calls_entity_id_1month_mhc_ref_calls_max           0.000436   0.110000   
 j_calls_entity_id_1month_cope_calls_sum              0.003728   0.740000   
 j_calls_entity_id_5year_cope_calls_sum               0.110497  19.580000   
 j_calls_entity_id_all_cope_calls_sum                 0.110497  19.580000   
 j_calls_entity_id_1year_cope_calls_sum               0.040394   6.990000   
 j_calls_entity_id_1year_self_ref_calls_sum           0.072377  11.710000   
 j_calls_entity_id_1month_self_ref_calls_sum          0.005877   0.950000   
 j_calls_entity_id_3month_cope_calls_sum              0.010914   1.760000   
 j_calls_entity_id_3month_self_ref_calls_sum          0.017539   2.810000   
 j_mhcserv_entity_id_6month_crisis_sum                0.003520   0.560000   
 j_calls_entity_id_1month_self_harm_calls_sum         0.001724   0.270000   
 j_calls_entity_id_6month_cope_calls_sum              0.021059   3.210000   
 j_calls_entity_id_6month_self_ref_calls_sum          0.035451   5.380000   
 j_calls_entity_id_1month_disp_jcmhc_sum              0.002544   0.380000   
 j_calls_entity_id_3month_mhc_ref_calls_sum           0.001952   0.290000   
 j_calls_entity_id_6month_mhc_ref_calls_sum           0.003364   0.490000   
 b_all_event_h_vh_entity_id_1month_total_count        0.004050   0.570000   
 j_calls_entity_id_all_self_ref_calls_sum             0.249322  33.950001   
 j_calls_entity_id_5year_self_ref_calls_sum           0.249322  33.950001   
 b_ambulance_entity_id_1year_suicidal_sum             0.002118   0.280000   
 b_all_event_h_vh_entity_id_3month_total_count        0.012201   1.590000   
 j_calls_entity_id_3month_disp_jcmhc_sum              0.008131   1.040000   
 j_calls_entity_id_all_disp_no_response_sum           0.240662  29.740000   
 j_calls_entity_id_5year_disp_no_response_sum         0.240662  29.740000   
 j_calls_entity_id_3month_self_harm_calls_sum         0.005483   0.670000   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.207   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.212   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.212   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.207   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.207   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.207   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.207   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.207   
 b_all_event_gaps_entity_id_1year_days_btwn_min   2.749145e+04    0.471   
 b_all_event_gaps_entity_id_3years_days_btwn_min  2.455595e+04    0.398   
 b_all_event_gaps_entity_id_5years_days_btwn_min  2.264233e+04    0.383   
 b_all_event_gaps_entity_id_all_days_btwn_min     2.264233e+04    0.383   
 b_joco_event_entity_id_1year_dsl_min             4.308481e+03    1.000   
 b_joco_event_entity_id_all_dsl_min               3.752224e+03    1.000   
 j_calls_entity_id_1month_mhc_ref_calls_sum       3.518690e+02    0.000   
 j_calls_entity_id_1month_mhc_ref_calls_max       2.522169e+02    0.000   
 j_calls_entity_id_1month_cope_calls_sum          1.985035e+02    0.003   
 j_calls_entity_id_5year_cope_calls_sum           1.771989e+02    0.045   
 j_calls_entity_id_all_cope_calls_sum             1.771989e+02    0.045   
 j_calls_entity_id_1year_cope_calls_sum           1.730447e+02    0.024   
 j_calls_entity_id_1year_self_ref_calls_sum       1.617912e+02    0.037   
 j_calls_entity_id_1month_self_ref_calls_sum      1.616359e+02    0.004   
 j_calls_entity_id_3month_cope_calls_sum          1.612652e+02    0.007   
 j_calls_entity_id_3month_self_ref_calls_sum      1.602166e+02    0.010   
 j_mhcserv_entity_id_6month_crisis_sum            1.590813e+02    0.002   
 j_calls_entity_id_1month_self_harm_calls_sum     1.566342e+02    0.001   
 j_calls_entity_id_6month_cope_calls_sum          1.524291e+02    0.014   
 j_calls_entity_id_6month_self_ref_calls_sum      1.517573e+02    0.020   
 j_calls_entity_id_1month_disp_jcmhc_sum          1.493648e+02    0.002   
 j_calls_entity_id_3month_mhc_ref_calls_sum       1.485494e+02    0.001   
 j_calls_entity_id_6month_mhc_ref_calls_sum       1.456404e+02    0.003   
 b_all_event_h_vh_entity_id_1month_total_count    1.407476e+02    0.003   
 j_calls_entity_id_all_self_ref_calls_sum         1.361691e+02    0.074   
 j_calls_entity_id_5year_self_ref_calls_sum       1.361691e+02    0.074   
 b_ambulance_entity_id_1year_suicidal_sum         1.321778e+02    0.002   
 b_all_event_h_vh_entity_id_3month_total_count    1.303137e+02    0.010   
 j_calls_entity_id_3month_disp_jcmhc_sum          1.279094e+02    0.006   
 j_calls_entity_id_all_disp_no_response_sum       1.235758e+02    0.073   
 j_calls_entity_id_5year_disp_no_response_sum     1.235758e+02    0.073   
 j_calls_entity_id_3month_self_harm_calls_sum     1.222001e+02    0.004   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min      0.01  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.01  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.01  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.01  
 b_joco_event_entity_id_1year_dsl_min                1.00  
 b_joco_event_entity_id_all_dsl_min                  1.00  
 j_calls_entity_id_1month_mhc_ref_calls_sum          0.11  
 j_calls_entity_id_1month_mhc_ref_calls_max          0.11  
 j_calls_entity_id_1month_cope_calls_sum             0.23  
 j_calls_entity_id_5year_cope_calls_sum              0.64  
 j_calls_entity_id_all_cope_calls_sum                0.64  
 j_calls_entity_id_1year_cope_calls_sum              0.50  
 j_calls_entity_id_1year_self_ref_calls_sum          0.56  
 j_calls_entity_id_1month_self_ref_calls_sum         0.23  
 j_calls_entity_id_3month_cope_calls_sum             0.34  
 j_calls_entity_id_3month_self_ref_calls_sum         0.37  
 j_mhcserv_entity_id_6month_crisis_sum               0.26  
 j_calls_entity_id_1month_self_harm_calls_sum        0.13  
 j_calls_entity_id_6month_cope_calls_sum             0.39  
 j_calls_entity_id_6month_self_ref_calls_sum         0.48  
 j_calls_entity_id_1month_disp_jcmhc_sum             0.20  
 j_calls_entity_id_3month_mhc_ref_calls_sum          0.17  
 j_calls_entity_id_6month_mhc_ref_calls_sum          0.23  
 b_all_event_h_vh_entity_id_1month_total_count       0.31  
 j_calls_entity_id_all_self_ref_calls_sum            0.75  
 j_calls_entity_id_5year_self_ref_calls_sum          0.75  
 b_ambulance_entity_id_1year_suicidal_sum            0.15  
 b_all_event_h_vh_entity_id_3month_total_count       0.48  
 j_calls_entity_id_3month_disp_jcmhc_sum             0.34  
 j_calls_entity_id_all_disp_no_response_sum          0.88  
 j_calls_entity_id_5year_disp_no_response_sum        0.88  
 j_calls_entity_id_3month_self_harm_calls_sum        0.24  ,
 1214:                                                        (-)mean    (+)mean  \
 feature_name                                                                
 b_all_event_gaps_entity_id_1year_days_btwn_min      276.797729   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.204264   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.204700   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.204264   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     223.340393   0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.477945   0.000000   
 j_calls_entity_id_1year_call_length_imp               0.886574   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.204264   0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.477945   0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.204264   0.000000   
 j_calls_entity_id_1year_dsl_imp                       0.886564   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.204264   0.000000   
 j_calls_entity_id_all_dsl_imp                         0.826137   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.204264   0.000000   
 b_joco_event_entity_id_6month_dsl_imp                 0.403992   0.000000   
 j_calls_entity_id_all_call_length_imp                 0.826147   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min        223.340393   0.000000   
 j_calls_entity_id_5year_dsl_imp                       0.826137   0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.204700   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min     248.786758   0.000000   
 j_calls_entity_id_6month_call_length_imp              0.935951   0.000000   
 j_calls_entity_id_6month_dsl_imp                      0.935941   0.000000   
 j_calls_entity_id_5year_call_length_imp               0.826147   0.000000   
 j_calls_entity_id_5year_call_length_min          826147.937500   1.660000   
 j_calls_entity_id_all_call_length_min            826147.937500   1.660000   
 j_calls_entity_id_1year_call_length_min          886574.437500   2.595000   
 j_calls_entity_id_6month_call_length_min         935950.375000   3.600000   
 b_all_event_gaps_entity_id_6month_days_btwn_min     253.380356   0.010000   
 b_joco_event_entity_id_6month_dsl_min            404036.750000  18.160000   
 j_calls_entity_id_6month_dsl_min                 935945.062500  46.000000   
 j_calls_entity_id_1year_dsl_min                  886582.062500  46.000000   
 j_calls_entity_id_5year_dsl_min                  826204.375000  46.000000   
 j_calls_entity_id_all_dsl_min                    826204.375000  46.000000   
 b_joco_event_entity_id_1year_dsl_min              67230.187500  18.160000   
 b_joco_event_entity_id_all_dsl_min                62353.523438  18.160000   
 j_calls_entity_id_all_cope_calls_sum                  0.109600  37.389999   
 j_calls_entity_id_5year_cope_calls_sum                0.109600  37.389999   
 j_calls_entity_id_6month_self_ref_calls_sum           0.033506   9.530000   
 j_calls_entity_id_5year_self_ref_calls_sum            0.233965  66.160004   
 j_calls_entity_id_all_self_ref_calls_sum              0.233965  66.160004   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_gaps_entity_id_1year_days_btwn_min            inf    0.467   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.204   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.205   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.204   
 b_all_event_gaps_entity_id_5years_days_btwn_min           inf    0.381   
 b_all_event_gaps_entity_id_6month_days_btw_imp            inf    0.478   
 j_calls_entity_id_1year_call_length_imp                   inf    0.887   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.204   
 b_all_event_gaps_entity_id_6month_days_btwn_imp           inf    0.478   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.204   
 j_calls_entity_id_1year_dsl_imp                           inf    0.887   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.204   
 j_calls_entity_id_all_dsl_imp                             inf    0.826   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.204   
 b_joco_event_entity_id_6month_dsl_imp                     inf    0.404   
 j_calls_entity_id_all_call_length_imp                     inf    0.826   
 b_all_event_gaps_entity_id_all_days_btwn_min              inf    0.381   
 j_calls_entity_id_5year_dsl_imp                           inf    0.826   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.205   
 b_all_event_gaps_entity_id_3years_days_btwn_min           inf    0.402   
 j_calls_entity_id_6month_call_length_imp                  inf    0.936   
 j_calls_entity_id_6month_dsl_imp                          inf    0.936   
 j_calls_entity_id_5year_call_length_imp                   inf    0.826   
 j_calls_entity_id_5year_call_length_min          4.976795e+05    1.000   
 j_calls_entity_id_all_call_length_min            4.976795e+05    1.000   
 j_calls_entity_id_1year_call_length_min          3.416472e+05    1.000   
 j_calls_entity_id_6month_call_length_min         2.599862e+05    1.000   
 b_all_event_gaps_entity_id_6month_days_btwn_min  2.533804e+04    0.668   
 b_joco_event_entity_id_6month_dsl_min            2.224872e+04    1.000   
 j_calls_entity_id_6month_dsl_min                 2.034663e+04    1.000   
 j_calls_entity_id_1year_dsl_min                  1.927352e+04    1.000   
 j_calls_entity_id_5year_dsl_min                  1.796096e+04    1.000   
 j_calls_entity_id_all_dsl_min                    1.796096e+04    1.000   
 b_joco_event_entity_id_1year_dsl_min             3.702103e+03    1.000   
 b_joco_event_entity_id_all_dsl_min               3.433564e+03    1.000   
 j_calls_entity_id_all_cope_calls_sum             3.411487e+02    0.052   
 j_calls_entity_id_5year_cope_calls_sum           3.411487e+02    0.052   
 j_calls_entity_id_6month_self_ref_calls_sum      2.844252e+02    0.020   
 j_calls_entity_id_5year_self_ref_calls_sum       2.827776e+02    0.077   
 j_calls_entity_id_all_self_ref_calls_sum         2.827776e+02    0.077   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_gaps_entity_id_1year_days_btwn_min      0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp      0.00  
 j_calls_entity_id_1year_call_length_imp             0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 j_calls_entity_id_1year_dsl_imp                     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 j_calls_entity_id_all_dsl_imp                       0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_joco_event_entity_id_6month_dsl_imp               0.00  
 j_calls_entity_id_all_call_length_imp               0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.00  
 j_calls_entity_id_5year_dsl_imp                     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.00  
 j_calls_entity_id_6month_call_length_imp            0.00  
 j_calls_entity_id_6month_dsl_imp                    0.00  
 j_calls_entity_id_5year_call_length_imp             0.00  
 j_calls_entity_id_5year_call_length_min             1.00  
 j_calls_entity_id_all_call_length_min               1.00  
 j_calls_entity_id_1year_call_length_min             1.00  
 j_calls_entity_id_6month_call_length_min            1.00  
 b_all_event_gaps_entity_id_6month_days_btwn_min     0.01  
 b_joco_event_entity_id_6month_dsl_min               1.00  
 j_calls_entity_id_6month_dsl_min                    1.00  
 j_calls_entity_id_1year_dsl_min                     1.00  
 j_calls_entity_id_5year_dsl_min                     1.00  
 j_calls_entity_id_all_dsl_min                       1.00  
 b_joco_event_entity_id_1year_dsl_min                1.00  
 b_joco_event_entity_id_all_dsl_min                  1.00  
 j_calls_entity_id_all_cope_calls_sum                0.92  
 j_calls_entity_id_5year_cope_calls_sum              0.92  
 j_calls_entity_id_6month_self_ref_calls_sum         0.69  
 j_calls_entity_id_5year_self_ref_calls_sum          0.91  
 j_calls_entity_id_all_self_ref_calls_sum            0.91  ,
 1227:                                                        (-)mean     (+)mean  \
 feature_name                                                                 
 b_all_event_h_vh_entity_id_6month_total_imp           0.931619    0.000000   
 b_all_event_h_vh_entity_id_all_dsl_imp                0.931619    0.000000   
 j_services_entity_id_all_total_imp                    0.872854    0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.212905    0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.212548    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min        222.934387    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min     254.103149    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     227.940170    0.000000   
 j_services_entity_id_1year_total_imp                  0.872854    0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.212548    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.212548    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.212548    0.000000   
 j_services_entity_id_6month_total_imp                 0.872854    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.212548    0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.212905    0.000000   
 b_all_event_h_vh_entity_id_1month_total_imp           0.931619    0.000000   
 b_all_event_h_vh_entity_id_1year_total_imp            0.931619    0.000000   
 j_services_entity_id_all_dsl_imp                      0.872854    0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.212548    0.000000   
 b_all_event_h_vh_entity_id_3month_total_imp           0.931619    0.000000   
 b_all_event_h_vh_entity_id_all_total_imp              0.931619    0.000000   
 j_services_entity_id_3month_total_imp                 0.872854    0.000000   
 j_services_entity_id_1month_total_imp                 0.872854    0.000000   
 j_services_entity_id_all_dsl_min                 872899.625000  171.080002   
 b_all_event_h_vh_entity_id_all_dsl_min           931657.125000  221.100006   
 b_joco_event_entity_id_1year_dsl_min              83072.757812   41.560001   
 b_joco_event_entity_id_all_dsl_min                77110.601562   41.560001   
 j_calls_entity_id_5year_cope_calls_sum                0.132945   27.110001   
 j_calls_entity_id_all_cope_calls_sum                  0.134789   27.290001   
 j_calls_entity_id_5year_self_ref_calls_sum            0.264325   46.029999   
 j_calls_entity_id_all_self_ref_calls_sum              0.269182   46.669998   
 j_calls_entity_id_6month_disp_screening_sum           0.001884    0.310000   
 j_calls_entity_id_all_disp_no_response_sum            0.289058   45.220001   
 j_calls_entity_id_5year_disp_no_response_sum          0.285638   44.680000   
 j_calls_entity_id_3month_self_ref_calls_sum           0.020391    3.020000   
 b_ambulance_entity_id_5years_suicidal_sum             0.005085    0.750000   
 b_ambulance_entity_id_all_suicidal_sum                0.005294    0.780000   
 j_calls_entity_id_1year_self_ref_calls_sum            0.076619   11.110000   
 j_calls_entity_id_all_after_hr_calls_sum              0.411594   59.040001   
 j_calls_entity_id_5year_after_hr_calls_sum            0.406687   58.240002   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_h_vh_entity_id_6month_total_imp              inf    0.932     0.00  
 b_all_event_h_vh_entity_id_all_dsl_imp                   inf    0.932     0.00  
 j_services_entity_id_all_total_imp                       inf    0.873     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp           inf    0.213     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.213     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min             inf    0.390     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min          inf    0.414     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min          inf    0.393     0.00  
 j_services_entity_id_1year_total_imp                     inf    0.873     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.213     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.213     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.213     0.00  
 j_services_entity_id_6month_total_imp                    inf    0.873     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.213     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp            inf    0.213     0.00  
 b_all_event_h_vh_entity_id_1month_total_imp              inf    0.932     0.00  
 b_all_event_h_vh_entity_id_1year_total_imp               inf    0.932     0.00  
 j_services_entity_id_all_dsl_imp                         inf    0.873     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.213     0.00  
 b_all_event_h_vh_entity_id_3month_total_imp              inf    0.932     0.00  
 b_all_event_h_vh_entity_id_all_total_imp                 inf    0.932     0.00  
 j_services_entity_id_3month_total_imp                    inf    0.873     0.00  
 j_services_entity_id_1month_total_imp                    inf    0.873     0.00  
 j_services_entity_id_all_dsl_min                 5102.289062    1.000     1.00  
 b_all_event_h_vh_entity_id_all_dsl_min           4213.736328    1.000     1.00  
 b_joco_event_entity_id_1year_dsl_min             1998.863159    1.000     1.00  
 b_joco_event_entity_id_all_dsl_min               1855.404297    1.000     1.00  
 j_calls_entity_id_5year_cope_calls_sum            203.918304    0.054     0.91  
 j_calls_entity_id_all_cope_calls_sum              202.464233    0.055     0.91  
 j_calls_entity_id_5year_self_ref_calls_sum        174.141998    0.077     0.93  
 j_calls_entity_id_all_self_ref_calls_sum          173.377136    0.077     0.93  
 j_calls_entity_id_6month_disp_screening_sum       164.587158    0.001     0.17  
 j_calls_entity_id_all_disp_no_response_sum        156.439270    0.084     0.99  
 j_calls_entity_id_5year_disp_no_response_sum      156.421860    0.083     0.98  
 j_calls_entity_id_3month_self_ref_calls_sum       148.101852    0.011     0.32  
 b_ambulance_entity_id_5years_suicidal_sum         147.479523    0.005     0.46  
 b_ambulance_entity_id_all_suicidal_sum            147.346970    0.005     0.48  
 j_calls_entity_id_1year_self_ref_calls_sum        145.003540    0.037     0.65  
 j_calls_entity_id_all_after_hr_calls_sum          143.442184    0.097     0.99  
 j_calls_entity_id_5year_after_hr_calls_sum        143.205811    0.097     0.99  ,
 1240:                                                        (-)mean    (+)mean  \
 feature_name                                                                
 b_all_event_gaps_entity_id_all_days_btw_imp           0.227074   0.000000   
 j_calls_entity_id_1year_call_length_imp               0.893190   0.000000   
 j_calls_entity_id_5year_call_length_imp               0.834721   0.000000   
 j_calls_entity_id_3month_call_length_imp              0.965403   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.227074   0.000000   
 j_calls_entity_id_1year_dsl_imp                       0.893180   0.000000   
 b_joco_event_entity_id_1month_total_imp               0.124945   0.000000   
 b_joco_event_entity_id_1year_dsl_imp                  0.134765   0.000000   
 j_calls_entity_id_6month_call_length_imp              0.938887   0.000000   
 j_calls_entity_id_3month_dsl_imp                      0.965403   0.000000   
 b_joco_event_entity_id_1year_total_imp                0.124945   0.000000   
 b_joco_event_entity_id_3month_dsl_imp                 0.659958   0.000000   
 b_joco_event_entity_id_6month_total_imp               0.124945   0.000000   
 b_joco_event_entity_id_3month_total_imp               0.124945   0.000000   
 b_joco_event_entity_id_6month_dsl_imp                 0.449533   0.000000   
 j_calls_entity_id_all_dsl_imp                         0.831591   0.000000   
 b_joco_event_entity_id_all_total_imp                  0.124945   0.000000   
 b_joco_event_entity_id_all_dsl_imp                    0.124945   0.000000   
 j_calls_entity_id_6month_dsl_imp                      0.938878   0.000000   
 j_calls_entity_id_all_call_length_imp                 0.831600   0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.228485   0.000000   
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.668974   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.227074   0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.484934   0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.484934   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     233.588959   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.227074   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min        222.175339   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.227074   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.227074   0.000000   
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.668974   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.228485   0.000000   
 j_calls_entity_id_5year_dsl_imp                       0.834711   0.000000   
 j_calls_entity_id_all_call_length_min            831600.750000   2.335000   
 j_calls_entity_id_5year_call_length_min          834721.312500   2.385000   
 j_calls_entity_id_1year_call_length_min          893190.125000   4.450000   
 j_calls_entity_id_6month_call_length_min         938886.562500   4.985000   
 j_calls_entity_id_3month_call_length_min         965402.000000   6.655000   
 b_joco_event_entity_id_3month_dsl_min            659971.375000  16.209999   
 j_calls_entity_id_3month_dsl_min                 965403.062500  31.400000   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.227   
 j_calls_entity_id_1year_call_length_imp                   inf    0.893   
 j_calls_entity_id_5year_call_length_imp                   inf    0.835   
 j_calls_entity_id_3month_call_length_imp                  inf    0.965   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.227   
 j_calls_entity_id_1year_dsl_imp                           inf    0.893   
 b_joco_event_entity_id_1month_total_imp                   inf    0.125   
 b_joco_event_entity_id_1year_dsl_imp                      inf    0.135   
 j_calls_entity_id_6month_call_length_imp                  inf    0.939   
 j_calls_entity_id_3month_dsl_imp                          inf    0.965   
 b_joco_event_entity_id_1year_total_imp                    inf    0.125   
 b_joco_event_entity_id_3month_dsl_imp                     inf    0.660   
 b_joco_event_entity_id_6month_total_imp                   inf    0.125   
 b_joco_event_entity_id_3month_total_imp                   inf    0.125   
 b_joco_event_entity_id_6month_dsl_imp                     inf    0.450   
 j_calls_entity_id_all_dsl_imp                             inf    0.832   
 b_joco_event_entity_id_all_total_imp                      inf    0.125   
 b_joco_event_entity_id_all_dsl_imp                        inf    0.125   
 j_calls_entity_id_6month_dsl_imp                          inf    0.939   
 j_calls_entity_id_all_call_length_imp                     inf    0.832   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.228   
 b_all_event_gaps_entity_id_3month_days_btwn_imp           inf    0.669   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.227   
 b_all_event_gaps_entity_id_6month_days_btwn_imp           inf    0.485   
 b_all_event_gaps_entity_id_6month_days_btw_imp            inf    0.485   
 b_all_event_gaps_entity_id_5years_days_btwn_min           inf    0.409   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.227   
 b_all_event_gaps_entity_id_all_days_btwn_min              inf    0.403   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.227   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.227   
 b_all_event_gaps_entity_id_3month_days_btw_imp            inf    0.669   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.228   
 j_calls_entity_id_5year_dsl_imp                           inf    0.835   
 j_calls_entity_id_all_call_length_min            3.561459e+05    1.000   
 j_calls_entity_id_5year_call_length_min          3.499880e+05    1.000   
 j_calls_entity_id_1year_call_length_min          2.007169e+05    1.000   
 j_calls_entity_id_6month_call_length_min         1.883423e+05    1.000   
 j_calls_entity_id_3month_call_length_min         1.450642e+05    1.000   
 b_joco_event_entity_id_3month_dsl_min            4.071384e+04    1.000   
 j_calls_entity_id_3month_dsl_min                 3.074532e+04    1.000   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 j_calls_entity_id_1year_call_length_imp             0.00  
 j_calls_entity_id_5year_call_length_imp             0.00  
 j_calls_entity_id_3month_call_length_imp            0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 j_calls_entity_id_1year_dsl_imp                     0.00  
 b_joco_event_entity_id_1month_total_imp             0.00  
 b_joco_event_entity_id_1year_dsl_imp                0.00  
 j_calls_entity_id_6month_call_length_imp            0.00  
 j_calls_entity_id_3month_dsl_imp                    0.00  
 b_joco_event_entity_id_1year_total_imp              0.00  
 b_joco_event_entity_id_3month_dsl_imp               0.00  
 b_joco_event_entity_id_6month_total_imp             0.00  
 b_joco_event_entity_id_3month_total_imp             0.00  
 b_joco_event_entity_id_6month_dsl_imp               0.00  
 j_calls_entity_id_all_dsl_imp                       0.00  
 b_joco_event_entity_id_all_total_imp                0.00  
 b_joco_event_entity_id_all_dsl_imp                  0.00  
 j_calls_entity_id_6month_dsl_imp                    0.00  
 j_calls_entity_id_all_call_length_imp               0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 j_calls_entity_id_5year_dsl_imp                     0.00  
 j_calls_entity_id_all_call_length_min               0.97  
 j_calls_entity_id_5year_call_length_min             0.97  
 j_calls_entity_id_1year_call_length_min             0.97  
 j_calls_entity_id_6month_call_length_min            0.97  
 j_calls_entity_id_3month_call_length_min            0.98  
 b_joco_event_entity_id_3month_dsl_min               1.00  
 j_calls_entity_id_3month_dsl_min                    1.00  ,
 1253:                                                        (-)mean  (+)mean  \
 feature_name                                                              
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.202764     0.00   
 b_all_event_gaps_entity_id_3month_days_btwn_imp       0.727249     0.00   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.202764     0.00   
 b_all_event_gaps_entity_id_all_days_btwn_min        196.258621     0.00   
 b_joco_event_entity_id_1year_total_imp                0.206224     0.00   
 b_joco_event_entity_id_3month_dsl_imp                 0.756442     0.00   
 b_all_event_gaps_entity_id_3month_days_btw_imp        0.727249     0.00   
 b_all_event_gaps_entity_id_6month_days_btwn_imp       0.501757     0.00   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.202764     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_min     210.191391     0.00   
 b_all_event_gaps_entity_id_6month_days_btw_imp        0.501757     0.00   
 b_joco_event_entity_id_6month_dsl_imp                 0.562880     0.00   
 b_joco_event_entity_id_3month_total_imp               0.206224     0.00   
 b_joco_event_entity_id_all_total_imp                  0.206224     0.00   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.203085     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.202764     0.00   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.203085     0.00   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.202764     0.00   
 b_joco_event_entity_id_1year_dsl_imp                  0.220303     0.00   
 b_joco_event_entity_id_1month_total_imp               0.206224     0.00   
 b_joco_event_entity_id_all_dsl_imp                    0.206224     0.00   
 b_joco_event_entity_id_6month_total_imp               0.206224     0.00   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.202764     0.00   
 b_joco_event_entity_id_3month_dsl_min            756449.812500    17.84   
 b_joco_event_entity_id_6month_dsl_min            562914.437500    17.84   
 b_joco_event_entity_id_1year_dsl_min             220431.343750    17.84   
 b_all_event_gaps_entity_id_3years_days_btwn_min     231.952332     0.02   
 b_joco_event_entity_id_all_dsl_min               206367.796875    17.84   
 b_all_event_gaps_entity_id_1year_days_btwn_min      254.647141     0.34   
 j_calls_entity_id_3month_hosp_ref_calls_sum           0.002889     0.57   
 j_calls_entity_id_3month_disp_jcmhc_sum               0.009826     1.80   
 j_calls_entity_id_3month_site_visit_calls_sum         0.002987     0.52   
 j_calls_entity_id_1month_hosp_ref_calls_sum           0.001337     0.23   
 j_calls_entity_id_6month_disp_jcmhc_sum               0.016362     2.80   
 j_calls_entity_id_1month_hosp_ref_calls_max           0.000660     0.11   
 j_calls_entity_id_1month_after_hr_calls_sum           0.016371     2.66   
 j_calls_entity_id_1month_disp_no_response_sum         0.012162     1.89   
 j_calls_entity_id_3month_disp_mcrt_sum                0.001444     0.22   
 j_calls_entity_id_3month_aggression_calls_sum         0.004842     0.72   
 j_calls_entity_id_1month_disp_jcmhc_sum               0.003433     0.51   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.203   
 b_all_event_gaps_entity_id_3month_days_btwn_imp           inf    0.727   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.203   
 b_all_event_gaps_entity_id_all_days_btwn_min              inf    0.362   
 b_joco_event_entity_id_1year_total_imp                    inf    0.206   
 b_joco_event_entity_id_3month_dsl_imp                     inf    0.756   
 b_all_event_gaps_entity_id_3month_days_btw_imp            inf    0.727   
 b_all_event_gaps_entity_id_6month_days_btwn_imp           inf    0.502   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.203   
 b_all_event_gaps_entity_id_5years_days_btwn_min           inf    0.371   
 b_all_event_gaps_entity_id_6month_days_btw_imp            inf    0.502   
 b_joco_event_entity_id_6month_dsl_imp                     inf    0.563   
 b_joco_event_entity_id_3month_total_imp                   inf    0.206   
 b_joco_event_entity_id_all_total_imp                      inf    0.206   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.203   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.203   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.203   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.203   
 b_joco_event_entity_id_1year_dsl_imp                      inf    0.220   
 b_joco_event_entity_id_1month_total_imp                   inf    0.206   
 b_joco_event_entity_id_all_dsl_imp                        inf    0.206   
 b_joco_event_entity_id_6month_total_imp                   inf    0.206   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.203   
 b_joco_event_entity_id_3month_dsl_min            4.240189e+04    1.000   
 b_joco_event_entity_id_6month_dsl_min            3.155350e+04    1.000   
 b_joco_event_entity_id_1year_dsl_min             1.235602e+04    1.000   
 b_all_event_gaps_entity_id_3years_days_btwn_min  1.159762e+04    0.388   
 b_joco_event_entity_id_all_dsl_min               1.156770e+04    1.000   
 b_all_event_gaps_entity_id_1year_days_btwn_min   7.489622e+02    0.441   
 j_calls_entity_id_3month_hosp_ref_calls_sum      1.973009e+02    0.002   
 j_calls_entity_id_3month_disp_jcmhc_sum          1.831851e+02    0.006   
 j_calls_entity_id_3month_site_visit_calls_sum    1.740836e+02    0.002   
 j_calls_entity_id_1month_hosp_ref_calls_sum      1.719633e+02    0.001   
 j_calls_entity_id_6month_disp_jcmhc_sum          1.711281e+02    0.009   
 j_calls_entity_id_1month_hosp_ref_calls_max      1.667095e+02    0.001   
 j_calls_entity_id_1month_after_hr_calls_sum      1.624831e+02    0.008   
 j_calls_entity_id_1month_disp_no_response_sum    1.553985e+02    0.007   
 j_calls_entity_id_3month_disp_mcrt_sum           1.523025e+02    0.001   
 j_calls_entity_id_3month_aggression_calls_sum    1.487072e+02    0.003   
 j_calls_entity_id_1month_disp_jcmhc_sum          1.485623e+02    0.002   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.00  
 b_joco_event_entity_id_1year_total_imp              0.00  
 b_joco_event_entity_id_3month_dsl_imp               0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp      0.00  
 b_joco_event_entity_id_6month_dsl_imp               0.00  
 b_joco_event_entity_id_3month_total_imp             0.00  
 b_joco_event_entity_id_all_total_imp                0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_joco_event_entity_id_1year_dsl_imp                0.00  
 b_joco_event_entity_id_1month_total_imp             0.00  
 b_joco_event_entity_id_all_dsl_imp                  0.00  
 b_joco_event_entity_id_6month_total_imp             0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 b_joco_event_entity_id_3month_dsl_min               1.00  
 b_joco_event_entity_id_6month_dsl_min               1.00  
 b_joco_event_entity_id_1year_dsl_min                1.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.01  
 b_joco_event_entity_id_all_dsl_min                  1.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min      0.08  
 j_calls_entity_id_3month_hosp_ref_calls_sum         0.20  
 j_calls_entity_id_3month_disp_jcmhc_sum             0.54  
 j_calls_entity_id_3month_site_visit_calls_sum       0.31  
 j_calls_entity_id_1month_hosp_ref_calls_sum         0.11  
 j_calls_entity_id_6month_disp_jcmhc_sum             0.60  
 j_calls_entity_id_1month_hosp_ref_calls_max         0.11  
 j_calls_entity_id_1month_after_hr_calls_sum         0.56  
 j_calls_entity_id_1month_disp_no_response_sum       0.51  
 j_calls_entity_id_3month_disp_mcrt_sum              0.12  
 j_calls_entity_id_3month_aggression_calls_sum       0.21  
 j_calls_entity_id_1month_disp_jcmhc_sum             0.27  ,
 1266:                                                     (-)mean    (+)mean  \
 feature_name                                                             
 b_all_event_gaps_entity_id_all_days_btwn_imp       0.190367   0.000000   
 b_all_event_gaps_entity_id_3month_days_btwn_imp    0.687014   0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp        0.190367   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp     0.190367   0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp      0.191779   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp     0.191779   0.000000   
 b_all_event_gaps_entity_id_3month_days_btw_imp     0.687014   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp    0.190367   0.000000   
 b_all_event_gaps_entity_id_6month_days_btw_imp     0.494223   0.000000   
 b_all_event_gaps_entity_id_6month_days_btwn_imp    0.494223   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp    0.190367   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp     0.190367   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min  221.556320   0.030000   
 b_all_event_gaps_entity_id_5years_days_btwn_min  202.157303   0.030000   
 b_all_event_gaps_entity_id_all_days_btwn_min     184.661560   0.030000   
 j_calls_entity_id_3month_self_ref_calls_sum        0.030086   6.970000   
 j_calls_entity_id_1month_self_ref_calls_sum        0.010381   2.400000   
 j_calls_entity_id_3month_disp_no_response_sum      0.034189   7.260000   
 j_calls_entity_id_1month_disp_jcmhc_sum            0.003321   0.700000   
 j_calls_entity_id_1month_after_hr_calls_sum        0.015780   3.250000   
 j_calls_entity_id_1month_disp_no_response_sum      0.011855   2.410000   
 j_calls_entity_id_3month_hosp_ref_calls_sum        0.002708   0.550000   
 j_calls_entity_id_6month_disp_mcrt_sum             0.004449   0.900000   
 j_calls_entity_id_3month_after_hr_calls_sum        0.046142   9.330000   
 j_calls_entity_id_6month_self_ref_calls_sum        0.064675  12.790000   
 j_calls_entity_id_6month_disp_no_response_sum      0.067872  12.880000   
 j_calls_entity_id_6month_after_hr_calls_sum        0.093545  16.980000   
 j_calls_entity_id_3month_disp_mcrt_sum             0.002575   0.460000   
 j_calls_entity_id_6month_fam_issue_calls_sum       0.004209   0.730000   
 j_calls_entity_id_6month_mood_calls_sum            0.002948   0.500000   
 j_calls_entity_id_1year_self_ref_calls_sum         0.113961  19.299999   
 j_calls_entity_id_3month_disp_jcmhc_sum            0.010141   1.710000   
 j_calls_entity_id_1year_disp_mcrt_sum              0.007095   1.170000   
 j_calls_entity_id_3month_cope_calls_sum            0.026481   4.330000   
 j_calls_entity_id_3month_fam_issue_calls_sum       0.002282   0.370000   
 j_calls_entity_id_1year_fam_issue_calls_sum        0.007770   1.220000   
 j_calls_entity_id_6month_disp_jcmhc_sum            0.021100   3.270000   
 j_calls_entity_id_6month_cope_calls_sum            0.053841   8.280000   
 j_mhcserv_entity_id_6month_crisis_sum              0.002220   0.340000   
 j_calls_entity_id_1month_cope_calls_sum            0.009173   1.400000   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.190     0.00  
 b_all_event_gaps_entity_id_3month_days_btwn_imp          inf    0.687     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.190     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.190     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp            inf    0.192     0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp           inf    0.192     0.00  
 b_all_event_gaps_entity_id_3month_days_btw_imp           inf    0.687     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.190     0.00  
 b_all_event_gaps_entity_id_6month_days_btw_imp           inf    0.494     0.00  
 b_all_event_gaps_entity_id_6month_days_btwn_imp          inf    0.494     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.190     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.190     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min  7385.210938    0.365     0.01  
 b_all_event_gaps_entity_id_5years_days_btwn_min  6738.577148    0.350     0.01  
 b_all_event_gaps_entity_id_all_days_btwn_min     6155.385742    0.339     0.01  
 j_calls_entity_id_3month_self_ref_calls_sum       231.666092    0.014     0.44  
 j_calls_entity_id_1month_self_ref_calls_sum       231.190430    0.005     0.25  
 j_calls_entity_id_3month_disp_no_response_sum     212.348404    0.015     0.89  
 j_calls_entity_id_1month_disp_jcmhc_sum           210.765503    0.002     0.27  
 j_calls_entity_id_1month_after_hr_calls_sum       205.953430    0.008     0.53  
 j_calls_entity_id_1month_disp_no_response_sum     203.286667    0.007     0.47  
 j_calls_entity_id_3month_hosp_ref_calls_sum       203.065414    0.002     0.13  
 j_calls_entity_id_6month_disp_mcrt_sum            202.291595    0.003     0.19  
 j_calls_entity_id_3month_after_hr_calls_sum       202.202072    0.018     0.97  
 j_calls_entity_id_6month_self_ref_calls_sum       197.757675    0.026     0.53  
 j_calls_entity_id_6month_disp_no_response_sum     189.768936    0.027     0.92  
 j_calls_entity_id_6month_after_hr_calls_sum       181.517059    0.032     0.97  
 j_calls_entity_id_3month_disp_mcrt_sum            178.621170    0.002     0.12  
 j_calls_entity_id_6month_fam_issue_calls_sum      173.427368    0.003     0.13  
 j_calls_entity_id_6month_mood_calls_sum           169.591873    0.002     0.12  
 j_calls_entity_id_1year_self_ref_calls_sum        169.356628    0.043     0.63  
 j_calls_entity_id_3month_disp_jcmhc_sum           168.617691    0.006     0.50  
 j_calls_entity_id_1year_disp_mcrt_sum             164.896774    0.005     0.23  
 j_calls_entity_id_3month_cope_calls_sum           163.513397    0.015     0.55  
 j_calls_entity_id_3month_fam_issue_calls_sum      162.121902    0.002     0.12  
 j_calls_entity_id_1year_fam_issue_calls_sum       157.009125    0.006     0.16  
 j_calls_entity_id_6month_disp_jcmhc_sum           154.979568    0.012     0.60  
 j_calls_entity_id_6month_cope_calls_sum           153.785675    0.027     0.68  
 j_mhcserv_entity_id_6month_crisis_sum             153.148239    0.001     0.16  
 j_calls_entity_id_1month_cope_calls_sum           152.616257    0.006     0.28  ,
 1279:                                                     (-)mean  (+)mean  \
 feature_name                                                           
 b_all_event_gaps_entity_id_1year_days_btwn_imp     0.137271     0.00   
 b_all_event_gaps_entity_id_1year_days_btw_imp      0.137271     0.00   
 b_all_event_gaps_entity_id_all_days_btw_imp        0.136462     0.00   
 b_all_event_gaps_entity_id_3years_days_btwn_imp    0.136462     0.00   
 b_all_event_gaps_entity_id_5years_days_btw_imp     0.136462     0.00   
 b_all_event_gaps_entity_id_all_days_btwn_imp       0.136462     0.00   
 b_all_event_gaps_entity_id_3years_days_btw_imp     0.136462     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_imp    0.136462     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_min  128.791565     0.04   
 b_all_event_gaps_entity_id_all_days_btwn_min     116.141129     0.04   
 b_ambulance_entity_id_6month_suicidal_sum          0.000741     0.22   
 b_ambulance_entity_id_1year_suicidal_sum           0.001452     0.37   
 b_ambulance_entity_id_2years_suicidal_sum          0.002207     0.52   
 j_calls_entity_id_3month_disp_jcmhc_sum            0.009924     2.33   
 j_calls_entity_id_1year_disp_mcrt_sum              0.004151     0.92   
 j_calls_entity_id_3month_mhc_ref_calls_sum         0.001788     0.39   
 b_ambulance_entity_id_2years_psy_substance_sum     0.000965     0.21   
 b_ambulance_entity_id_5years_suicidal_sum          0.003396     0.72   
 b_ambulance_entity_id_3month_alcohol_sum           0.001803     0.38   
 b_ambulance_entity_id_5years_psy_substance_sum     0.001028     0.21   
 b_ambulance_entity_id_all_psy_substance_sum        0.001028     0.21   
 b_ambulance_entity_id_all_suicidal_sum             0.003990     0.80   
 j_calls_entity_id_3month_homeless_calls_sum        0.001398     0.28   
 j_calls_entity_id_6month_disp_mcrt_sum             0.001569     0.31   
 j_calls_entity_id_1month_disp_jcmhc_sum            0.003293     0.64   
 b_ambulance_entity_id_6month_suicidal_max          0.000687     0.13   
 j_calls_entity_id_6month_disp_jcmhc_sum            0.019736     3.70   
 j_calls_entity_id_1month_disp_jcmhc_max            0.001413     0.26   
 j_calls_entity_id_3month_cc_calls_sum              0.008009     1.47   
 j_calls_entity_id_3month_police_ref_calls_sum      0.018976     3.45   
 b_ambulance_entity_id_6month_alcohol_sum           0.003673     0.66   
 j_calls_entity_id_3month_after_hr_calls_sum        0.021485     3.82   
 j_mhcserv_entity_id_1year_crisis_sum               0.002996     0.53   
 j_calls_entity_id_3month_mhc_ref_calls_max         0.001272     0.22   
 j_calls_entity_id_1month_after_hr_calls_sum        0.007361     1.27   
 b_ambulance_subst_entity_id_3month_total_count     0.002402     0.41   
 j_calls_entity_id_3month_disp_refused_sum          0.000823     0.14   
 j_calls_entity_id_1month_police_ref_calls_sum      0.006402     1.08   
 b_ambulance_entity_id_2years_alcohol_sum           0.010479     1.76   
 j_calls_entity_id_1year_disp_jcmhc_sum             0.032057     5.38   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_gaps_entity_id_1year_days_btwn_imp           inf    0.137     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp            inf    0.137     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.136     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.136     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.136     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.136     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.136     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.136     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min  3219.789062    0.616     0.02  
 b_all_event_gaps_entity_id_all_days_btwn_min     2903.528320    0.600     0.02  
 b_ambulance_entity_id_6month_suicidal_sum         297.083954    0.001     0.13  
 b_ambulance_entity_id_1year_suicidal_sum          254.850540    0.001     0.17  
 b_ambulance_entity_id_2years_suicidal_sum         235.616226    0.002     0.19  
 j_calls_entity_id_3month_disp_jcmhc_sum           234.782104    0.003     0.43  
 j_calls_entity_id_1year_disp_mcrt_sum             221.640106    0.003     0.22  
 j_calls_entity_id_3month_mhc_ref_calls_sum        218.121582    0.001     0.22  
 b_ambulance_entity_id_2years_psy_substance_sum    217.697861    0.001     0.13  
 b_ambulance_entity_id_5years_suicidal_sum         212.031219    0.003     0.21  
 b_ambulance_entity_id_3month_alcohol_sum          210.805511    0.002     0.14  
 b_ambulance_entity_id_5years_psy_substance_sum    204.285217    0.001     0.13  
 b_ambulance_entity_id_all_psy_substance_sum       204.285217    0.001     0.13  
 b_ambulance_entity_id_all_suicidal_sum            200.496216    0.003     0.22  
 j_calls_entity_id_3month_homeless_calls_sum       200.251709    0.001     0.11  
 j_calls_entity_id_6month_disp_mcrt_sum            197.608643    0.001     0.13  
 j_calls_entity_id_1month_disp_jcmhc_sum           194.327103    0.001     0.26  
 b_ambulance_entity_id_6month_suicidal_max         189.244965    0.001     0.13  
 j_calls_entity_id_6month_disp_jcmhc_sum           187.473358    0.006     0.45  
 j_calls_entity_id_1month_disp_jcmhc_max           184.024399    0.001     0.26  
 j_calls_entity_id_3month_cc_calls_sum             183.533615    0.004     0.47  
 j_calls_entity_id_3month_police_ref_calls_sum     181.807465    0.008     0.93  
 b_ambulance_entity_id_6month_alcohol_sum          179.668808    0.003     0.15  
 j_calls_entity_id_3month_after_hr_calls_sum       177.797180    0.009     0.78  
 j_mhcserv_entity_id_1year_crisis_sum              176.889008    0.002     0.17  
 j_calls_entity_id_3month_mhc_ref_calls_max        173.014404    0.001     0.22  
 j_calls_entity_id_1month_after_hr_calls_sum       172.519958    0.004     0.41  
 b_ambulance_subst_entity_id_3month_total_count    170.701370    0.002     0.16  
 j_calls_entity_id_3month_disp_refused_sum         170.036224    0.001     0.12  
 j_calls_entity_id_1month_police_ref_calls_sum     168.705200    0.003     0.48  
 b_ambulance_entity_id_2years_alcohol_sum          167.947037    0.007     0.17  
 j_calls_entity_id_1year_disp_jcmhc_sum            167.824936    0.011     0.57  ,
 1292:                                                        (-)mean  (+)mean  \
 feature_name                                                              
 b_all_event_h_vh_entity_id_3month_total_imp           0.951649     0.00   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.162939     0.00   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.162939     0.00   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.162939     0.00   
 b_all_event_h_vh_entity_id_1year_total_imp            0.951649     0.00   
 b_all_event_h_vh_entity_id_1month_total_imp           0.951649     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.162939     0.00   
 b_all_event_h_vh_entity_id_all_dsl_imp                0.951649     0.00   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.162939     0.00   
 b_all_event_h_vh_entity_id_6month_total_imp           0.951649     0.00   
 b_all_event_h_vh_entity_id_all_total_imp              0.951649     0.00   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.162939     0.00   
 b_all_event_gaps_entity_id_5years_days_btwn_min     155.388138     0.03   
 b_all_event_gaps_entity_id_all_days_btwn_min        137.562164     0.03   
 b_all_event_h_vh_entity_id_all_dsl_min           951681.437500   402.25   
 b_all_event_gaps_entity_id_3years_days_btwn_min     166.717117     0.20   
 b_ambulance_entity_id_all_psy_substance_sum           0.001132     0.36   
 b_ambulance_entity_id_5years_psy_substance_sum        0.001132     0.36   
 b_ambulance_entity_id_all_alcohol_sum                 0.014116     4.34   
 b_ambulance_entity_id_5years_alcohol_sum              0.012913     3.90   
 b_ambulance_entity_id_2years_psy_substance_sum        0.001004     0.28   
 b_ambulance_subst_entity_id_5years_total_count        0.018134     4.81   
 b_ambulance_entity_id_5years_suicidal_sum             0.003227     0.85   
 b_ambulance_subst_entity_id_all_total_count           0.021759     5.62   
 b_ambulance_entity_id_2years_alcohol_sum              0.009867     2.51   
 b_ambulance_entity_id_2years_suicidal_sum             0.002100     0.53   
 b_ambulance_entity_id_all_suicidal_sum                0.003908     0.96   
 j_calls_entity_id_1month_disp_jcmhc_sum               0.002374     0.58   
 b_ambulance_entity_id_5years_psy_substance_max        0.001061     0.25   
 b_ambulance_entity_id_all_psy_substance_max           0.001061     0.25   
 b_ambulance_entity_id_1year_suicidal_sum              0.001406     0.33   
 b_ambulance_entity_id_1year_psy_substance_sum         0.000729     0.17   
 b_ambulance_entity_id_6month_suicidal_sum             0.000716     0.16   
 b_ambulance_subst_entity_id_2years_total_count        0.012400     2.75   
 j_calls_entity_id_3month_disp_jcmhc_sum               0.006941     1.40   
 b_ambulance_entity_id_2years_psy_substance_max        0.000950     0.19   
 j_calls_entity_id_5year_self_harm_calls_sum           0.021339     4.26   
 j_calls_entity_id_6month_disp_jcmhc_sum               0.014655     2.83   
 j_calls_entity_id_all_self_harm_calls_sum             0.027206     5.07   
 b_ambulance_entity_id_6month_suicidal_max             0.000645     0.12   
 
                                                        ratio  (-)supp  (+)supp  
 feature_name                                                                    
 b_all_event_h_vh_entity_id_3month_total_imp              inf    0.952     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp              inf    0.163     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp          inf    0.163     0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp           inf    0.163     0.00  
 b_all_event_h_vh_entity_id_1year_total_imp               inf    0.952     0.00  
 b_all_event_h_vh_entity_id_1month_total_imp              inf    0.952     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp          inf    0.163     0.00  
 b_all_event_h_vh_entity_id_all_dsl_imp                   inf    0.952     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp           inf    0.163     0.00  
 b_all_event_h_vh_entity_id_6month_total_imp              inf    0.952     0.00  
 b_all_event_h_vh_entity_id_all_total_imp                 inf    0.952     0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp             inf    0.163     0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min  5179.604492    0.626     0.01  
 b_all_event_gaps_entity_id_all_days_btwn_min     4585.405273    0.608     0.01  
 b_all_event_h_vh_entity_id_all_dsl_min           2365.895508    1.000     1.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min   833.585632    0.641     0.05  
 b_ambulance_entity_id_all_psy_substance_sum       318.095184    0.001     0.25  
 b_ambulance_entity_id_5years_psy_substance_sum    318.095184    0.001     0.25  
 b_ambulance_entity_id_all_alcohol_sum             307.457672    0.009     0.64  
 b_ambulance_entity_id_5years_alcohol_sum          302.014343    0.008     0.61  
 b_ambulance_entity_id_2years_psy_substance_sum    279.014465    0.001     0.19  
 b_ambulance_subst_entity_id_5years_total_count    265.243011    0.012     0.81  
 b_ambulance_entity_id_5years_suicidal_sum         263.384735    0.003     0.38  
 b_ambulance_subst_entity_id_all_total_count       258.279053    0.014     0.85  
 b_ambulance_entity_id_2years_alcohol_sum          254.374786    0.006     0.44  
 b_ambulance_entity_id_2years_suicidal_sum         252.392670    0.002     0.27  
 b_ambulance_entity_id_all_suicidal_sum            245.648132    0.003     0.41  
 j_calls_entity_id_1month_disp_jcmhc_sum           244.313919    0.001     0.14  
 b_ambulance_entity_id_5years_psy_substance_max    235.626038    0.001     0.25  
 b_ambulance_entity_id_all_psy_substance_max       235.626038    0.001     0.25  
 b_ambulance_entity_id_1year_suicidal_sum          234.736893    0.001     0.22  
 b_ambulance_entity_id_1year_psy_substance_sum     233.055588    0.001     0.13  
 b_ambulance_entity_id_6month_suicidal_sum         223.408386    0.001     0.12  
 b_ambulance_subst_entity_id_2years_total_count    221.765686    0.009     0.54  
 j_calls_entity_id_3month_disp_jcmhc_sum           201.707886    0.003     0.27  
 b_ambulance_entity_id_2years_psy_substance_max    199.898560    0.001     0.19  
 j_calls_entity_id_5year_self_harm_calls_sum       199.630478    0.011     0.62  
 j_calls_entity_id_6month_disp_jcmhc_sum           193.106735    0.004     0.40  
 j_calls_entity_id_all_self_harm_calls_sum         186.356705    0.013     0.68  
 b_ambulance_entity_id_6month_suicidal_max         185.918625    0.001     0.12  ,
 1305:                                                      (-)mean  (+)mean  ratio  \
 feature_name                                                                   
 b_all_event_h_vh_entity_id_all_total_imp            0.928445      0.0    inf   
 b_all_event_gaps_entity_id_all_days_btw_imp         0.218926      0.0    inf   
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.218926      0.0    inf   
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.218926      0.0    inf   
 d_svcs_entity_id_1year_servicetype_Emergency_max    0.133298      0.0    inf   
 d_svcs_entity_id_1year_servicetype_Emergency_sum    0.201539      0.0    inf   
 b_all_event_gaps_entity_id_6month_days_btw_imp      0.564986      0.0    inf   
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.218926      0.0    inf   
 b_all_event_gaps_entity_id_5years_days_btwn_min   223.625168      0.0    inf   
 b_all_event_gaps_entity_id_3month_days_btw_imp      0.729933      0.0    inf   
 b_all_event_gaps_entity_id_3month_days_btwn_imp     0.729933      0.0    inf   
 b_all_event_gaps_entity_id_3years_days_btwn_min   241.174240      0.0    inf   
 j_calls_entity_id_all_call_length_imp               0.859277      0.0    inf   
 b_all_event_gaps_entity_id_6month_days_btwn_imp     0.564986      0.0    inf   
 j_calls_entity_id_1year_dsl_imp                     0.913222      0.0    inf   
 j_calls_entity_id_all_dsl_imp                       0.859250      0.0    inf   
 j_calls_entity_id_6month_dsl_imp                    0.950408      0.0    inf   
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.218926      0.0    inf   
 j_calls_entity_id_1year_call_length_imp             0.913248      0.0    inf   
 b_all_event_h_vh_entity_id_1month_total_imp         0.928445      0.0    inf   
 b_joco_event_entity_id_all_total_imp                0.281604      0.0    inf   
 d_dx_entity_id_1year_total_count                    0.238751      0.0    inf   
 b_joco_event_entity_id_1year_total_imp              0.281604      0.0    inf   
 b_joco_event_entity_id_3month_dsl_imp               0.771531      0.0    inf   
 b_joco_event_entity_id_6month_dsl_imp               0.620101      0.0    inf   
 b_joco_event_entity_id_1year_dsl_imp                0.302311      0.0    inf   
 j_calls_entity_id_5year_dsl_imp                     0.869147      0.0    inf   
 b_joco_event_entity_id_1month_total_imp             0.281604      0.0    inf   
 j_calls_entity_id_5year_call_length_imp             0.869173      0.0    inf   
 j_calls_entity_id_6month_call_length_imp            0.950421      0.0    inf   
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.220266      0.0    inf   
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.220266      0.0    inf   
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.218926      0.0    inf   
 b_all_event_h_vh_entity_id_all_dsl_imp              0.928445      0.0    inf   
 b_all_event_h_vh_entity_id_3month_total_imp         0.928445      0.0    inf   
 j_calls_entity_id_3month_dsl_imp                    0.970501      0.0    inf   
 b_joco_event_entity_id_all_dsl_imp                  0.281604      0.0    inf   
 b_joco_event_entity_id_6month_total_imp             0.281604      0.0    inf   
 b_joco_event_entity_id_3month_total_imp             0.281604      0.0    inf   
 b_all_event_gaps_entity_id_all_days_btwn_min      194.338348      0.0    inf   
 
                                                   (-)supp  (+)supp  
 feature_name                                                        
 b_all_event_h_vh_entity_id_all_total_imp            0.928      0.0  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.219      0.0  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.219      0.0  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.219      0.0  
 d_svcs_entity_id_1year_servicetype_Emergency_max    0.133      0.0  
 d_svcs_entity_id_1year_servicetype_Emergency_sum    0.133      0.0  
 b_all_event_gaps_entity_id_6month_days_btw_imp      0.565      0.0  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.219      0.0  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.470      0.0  
 b_all_event_gaps_entity_id_3month_days_btw_imp      0.730      0.0  
 b_all_event_gaps_entity_id_3month_days_btwn_imp     0.730      0.0  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.483      0.0  
 j_calls_entity_id_all_call_length_imp               0.859      0.0  
 b_all_event_gaps_entity_id_6month_days_btwn_imp     0.565      0.0  
 j_calls_entity_id_1year_dsl_imp                     0.913      0.0  
 j_calls_entity_id_all_dsl_imp                       0.859      0.0  
 j_calls_entity_id_6month_dsl_imp                    0.950      0.0  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.219      0.0  
 j_calls_entity_id_1year_call_length_imp             0.913      0.0  
 b_all_event_h_vh_entity_id_1month_total_imp         0.928      0.0  
 b_joco_event_entity_id_all_total_imp                0.282      0.0  
 d_dx_entity_id_1year_total_count                    0.151      0.0  
 b_joco_event_entity_id_1year_total_imp              0.282      0.0  
 b_joco_event_entity_id_3month_dsl_imp               0.772      0.0  
 b_joco_event_entity_id_6month_dsl_imp               0.620      0.0  
 b_joco_event_entity_id_1year_dsl_imp                0.302      0.0  
 j_calls_entity_id_5year_dsl_imp                     0.869      0.0  
 b_joco_event_entity_id_1month_total_imp             0.282      0.0  
 j_calls_entity_id_5year_call_length_imp             0.869      0.0  
 j_calls_entity_id_6month_call_length_imp            0.950      0.0  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.220      0.0  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.220      0.0  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.219      0.0  
 b_all_event_h_vh_entity_id_all_dsl_imp              0.928      0.0  
 b_all_event_h_vh_entity_id_3month_total_imp         0.928      0.0  
 j_calls_entity_id_3month_dsl_imp                    0.971      0.0  
 b_joco_event_entity_id_all_dsl_imp                  0.282      0.0  
 b_joco_event_entity_id_6month_total_imp             0.282      0.0  
 b_joco_event_entity_id_3month_total_imp             0.282      0.0  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.453      0.0  ,
 1318:                                                        (-)mean     (+)mean  \
 feature_name                                                                 
 b_all_event_h_vh_entity_id_3month_total_imp           0.918099    0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.204297    0.000000   
 b_all_event_h_vh_entity_id_1month_total_imp           0.918099    0.000000   
 b_all_event_h_vh_entity_id_all_dsl_imp                0.918099    0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.204297    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.204297    0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.204297    0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.204297    0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.204784    0.000000   
 b_all_event_h_vh_entity_id_1year_total_imp            0.918099    0.000000   
 b_all_event_h_vh_entity_id_6month_total_imp           0.918099    0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.204297    0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.204784    0.000000   
 b_all_event_h_vh_entity_id_all_total_imp              0.918099    0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min     222.704285    0.010000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     204.329178    0.010000   
 b_all_event_gaps_entity_id_all_days_btwn_min        173.366837    0.010000   
 b_all_event_h_vh_entity_id_all_dsl_min           918158.312500  103.080002   
 b_all_event_gaps_entity_id_1year_days_btwn_min      263.486511    0.690000   
 j_calls_entity_id_1year_disp_jcmhc_sum                0.042256   11.830000   
 j_calls_entity_id_6month_disp_911_sum                 0.001113    0.290000   
 j_calls_entity_id_1year_disp_911_sum                  0.001739    0.450000   
 j_calls_entity_id_all_disp_911_sum                    0.001739    0.450000   
 j_calls_entity_id_5year_disp_911_sum                  0.001739    0.450000   
 j_calls_entity_id_6month_disp_jcmhc_sum               0.022867    5.820000   
 b_ambulance_entity_id_1year_suicidal_sum              0.002823    0.710000   
 j_calls_entity_id_6month_crisis_calls_sum             0.049626   12.360000   
 b_all_event_h_vh_entity_id_1year_total_count          0.056684   14.000000   
 b_diagnoses_entity_id_1year_suicidal_sum              0.002917    0.720000   
 j_calls_entity_id_1year_crisis_calls_sum              0.085487   21.030001   
 b_all_event_h_vh_entity_id_6month_total_count         0.029335    7.120000   
 b_ambulance_entity_id_2years_suicidal_sum             0.004009    0.970000   
 b_diagnoses_entity_id_6month_suicidal_sum             0.001819    0.430000   
 j_calls_entity_id_6month_self_ref_calls_sum           0.050572   11.630000   
 j_calls_entity_id_3month_crisis_calls_sum             0.025392    5.700000   
 j_calls_entity_id_3month_disp_jcmhc_sum               0.011146    2.500000   
 j_calls_entity_id_1year_self_ref_calls_sum            0.088376   19.440001   
 b_ambulance_entity_id_2years_alcohol_sum              0.016559    3.580000   
 j_calls_entity_id_3month_self_ref_calls_sum           0.025370    5.440000   
 j_calls_entity_id_all_crisis_calls_sum                0.141851   30.330000   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_h_vh_entity_id_3month_total_imp               inf    0.918   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.204   
 b_all_event_h_vh_entity_id_1month_total_imp               inf    0.918   
 b_all_event_h_vh_entity_id_all_dsl_imp                    inf    0.918   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.204   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.204   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.204   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.204   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.205   
 b_all_event_h_vh_entity_id_1year_total_imp                inf    0.918   
 b_all_event_h_vh_entity_id_6month_total_imp               inf    0.918   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.204   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.205   
 b_all_event_h_vh_entity_id_all_total_imp                  inf    0.918   
 b_all_event_gaps_entity_id_3years_days_btwn_min  2.227043e+04    0.430   
 b_all_event_gaps_entity_id_5years_days_btwn_min  2.043292e+04    0.416   
 b_all_event_gaps_entity_id_all_days_btwn_min     1.733668e+04    0.400   
 b_all_event_h_vh_entity_id_all_dsl_min           8.907240e+03    1.000   
 b_all_event_gaps_entity_id_1year_days_btwn_min   3.818645e+02    0.480   
 j_calls_entity_id_1year_disp_jcmhc_sum           2.799583e+02    0.012   
 j_calls_entity_id_6month_disp_911_sum            2.605204e+02    0.001   
 j_calls_entity_id_1year_disp_911_sum             2.587914e+02    0.001   
 j_calls_entity_id_all_disp_911_sum               2.587914e+02    0.001   
 j_calls_entity_id_5year_disp_911_sum             2.587914e+02    0.001   
 j_calls_entity_id_6month_disp_jcmhc_sum          2.545153e+02    0.007   
 b_ambulance_entity_id_1year_suicidal_sum         2.515138e+02    0.003   
 j_calls_entity_id_6month_crisis_calls_sum        2.490610e+02    0.015   
 b_all_event_h_vh_entity_id_1year_total_count     2.469847e+02    0.040   
 b_diagnoses_entity_id_1year_suicidal_sum         2.467876e+02    0.003   
 j_calls_entity_id_1year_crisis_calls_sum         2.460009e+02    0.025   
 b_all_event_h_vh_entity_id_6month_total_count    2.427139e+02    0.022   
 b_ambulance_entity_id_2years_suicidal_sum        2.419666e+02    0.004   
 b_diagnoses_entity_id_6month_suicidal_sum        2.364088e+02    0.002   
 j_calls_entity_id_6month_self_ref_calls_sum      2.299682e+02    0.017   
 j_calls_entity_id_3month_crisis_calls_sum        2.244836e+02    0.008   
 j_calls_entity_id_3month_disp_jcmhc_sum          2.242934e+02    0.004   
 j_calls_entity_id_1year_self_ref_calls_sum       2.199695e+02    0.031   
 b_ambulance_entity_id_2years_alcohol_sum         2.161952e+02    0.011   
 j_calls_entity_id_3month_self_ref_calls_sum      2.144284e+02    0.009   
 j_calls_entity_id_all_crisis_calls_sum           2.138158e+02    0.035   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_h_vh_entity_id_3month_total_imp         0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 b_all_event_h_vh_entity_id_1month_total_imp         0.00  
 b_all_event_h_vh_entity_id_all_dsl_imp              0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_h_vh_entity_id_1year_total_imp          0.00  
 b_all_event_h_vh_entity_id_6month_total_imp         0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_h_vh_entity_id_all_total_imp            0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.01  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.01  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.01  
 b_all_event_h_vh_entity_id_all_dsl_min              1.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min      0.02  
 j_calls_entity_id_1year_disp_jcmhc_sum              0.50  
 j_calls_entity_id_6month_disp_911_sum               0.14  
 j_calls_entity_id_1year_disp_911_sum                0.21  
 j_calls_entity_id_all_disp_911_sum                  0.21  
 j_calls_entity_id_5year_disp_911_sum                0.21  
 j_calls_entity_id_6month_disp_jcmhc_sum             0.42  
 b_ambulance_entity_id_1year_suicidal_sum            0.43  
 j_calls_entity_id_6month_crisis_calls_sum           0.55  
 b_all_event_h_vh_entity_id_1year_total_count        0.96  
 b_diagnoses_entity_id_1year_suicidal_sum            0.19  
 j_calls_entity_id_1year_crisis_calls_sum            0.61  
 b_all_event_h_vh_entity_id_6month_total_count       0.91  
 b_ambulance_entity_id_2years_suicidal_sum           0.44  
 b_diagnoses_entity_id_6month_suicidal_sum           0.16  
 j_calls_entity_id_6month_self_ref_calls_sum         0.49  
 j_calls_entity_id_3month_crisis_calls_sum           0.42  
 j_calls_entity_id_3month_disp_jcmhc_sum             0.35  
 j_calls_entity_id_1year_self_ref_calls_sum          0.56  
 b_ambulance_entity_id_2years_alcohol_sum            0.34  
 j_calls_entity_id_3month_self_ref_calls_sum         0.39  
 j_calls_entity_id_all_crisis_calls_sum              0.63  ,
 1331:                                                        (-)mean    (+)mean  \
 feature_name                                                                
 b_all_event_h_vh_entity_id_1year_total_imp            0.910937   0.000000   
 b_all_event_h_vh_entity_id_6month_total_imp           0.910937   0.000000   
 b_all_event_gaps_entity_id_1year_days_btw_imp         0.201093   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_min        163.088348   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_min     196.485413   0.000000   
 b_all_event_h_vh_entity_id_3month_total_imp           0.910937   0.000000   
 b_all_event_gaps_entity_id_all_days_btwn_imp          0.199457   0.000000   
 b_all_event_gaps_entity_id_5years_days_btwn_imp       0.199457   0.000000   
 b_all_event_gaps_entity_id_5years_days_btw_imp        0.199457   0.000000   
 b_all_event_gaps_entity_id_3years_days_btw_imp        0.199457   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_min      252.720169   0.000000   
 b_all_event_h_vh_entity_id_1year_dsl_imp              0.957017   0.000000   
 b_all_event_h_vh_entity_id_all_total_imp              0.910937   0.000000   
 b_all_event_gaps_entity_id_1year_days_btwn_imp        0.201093   0.000000   
 b_all_event_h_vh_entity_id_1month_total_imp           0.910937   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_min     213.709869   0.000000   
 b_all_event_gaps_entity_id_3years_days_btwn_imp       0.199457   0.000000   
 b_all_event_h_vh_entity_id_all_dsl_imp                0.910937   0.000000   
 b_all_event_gaps_entity_id_all_days_btw_imp           0.199457   0.000000   
 b_all_event_h_vh_entity_id_1year_dsl_min         957023.187500  82.690002   
 b_all_event_h_vh_entity_id_all_dsl_min           911003.812500  82.690002   
 j_calls_entity_id_1year_disp_jcmhc_sum                0.040361  14.270000   
 j_calls_entity_id_6month_disp_jcmhc_sum               0.018670   5.560000   
 j_calls_entity_id_1year_crisis_calls_sum              0.094530  27.990000   
 j_calls_entity_id_1month_crisis_calls_sum             0.007493   2.150000   
 b_ambulance_entity_id_3month_suicidal_sum             0.000635   0.180000   
 j_calls_entity_id_1month_disp_jcmhc_sum               0.002898   0.790000   
 j_calls_entity_id_3month_disp_jcmhc_sum               0.008831   2.360000   
 j_calls_entity_id_6month_crisis_calls_sum             0.045583  11.680000   
 j_calls_entity_id_3month_crisis_calls_sum             0.023242   5.850000   
 b_ambulance_entity_id_6month_suicidal_sum             0.001353   0.330000   
 j_calls_entity_id_1month_self_ref_calls_sum           0.008425   2.030000   
 j_calls_entity_id_1year_self_ref_calls_sum            0.101632  24.440001   
 b_diagnoses_entity_id_6month_alcohol_use_sum          0.001667   0.390000   
 j_calls_entity_id_all_crisis_calls_sum                0.182079  42.369999   
 j_calls_entity_id_5year_crisis_calls_sum              0.182079  42.369999   
 b_diagnoses_entity_id_3month_alcohol_use_sum          0.000910   0.210000   
 j_calls_entity_id_1year_disp_911_sum                  0.002179   0.500000   
 b_all_event_h_vh_entity_id_6month_total_count         0.030429   6.820000   
 b_all_event_h_vh_entity_id_1year_total_count          0.061294  13.710000   
 
                                                         ratio  (-)supp  \
 feature_name                                                             
 b_all_event_h_vh_entity_id_1year_total_imp                inf    0.911   
 b_all_event_h_vh_entity_id_6month_total_imp               inf    0.911   
 b_all_event_gaps_entity_id_1year_days_btw_imp             inf    0.201   
 b_all_event_gaps_entity_id_all_days_btwn_min              inf    0.373   
 b_all_event_gaps_entity_id_5years_days_btwn_min           inf    0.390   
 b_all_event_h_vh_entity_id_3month_total_imp               inf    0.911   
 b_all_event_gaps_entity_id_all_days_btwn_imp              inf    0.199   
 b_all_event_gaps_entity_id_5years_days_btwn_imp           inf    0.199   
 b_all_event_gaps_entity_id_5years_days_btw_imp            inf    0.199   
 b_all_event_gaps_entity_id_3years_days_btw_imp            inf    0.199   
 b_all_event_gaps_entity_id_1year_days_btwn_min            inf    0.455   
 b_all_event_h_vh_entity_id_1year_dsl_imp                  inf    0.957   
 b_all_event_h_vh_entity_id_all_total_imp                  inf    0.911   
 b_all_event_gaps_entity_id_1year_days_btwn_imp            inf    0.201   
 b_all_event_h_vh_entity_id_1month_total_imp               inf    0.911   
 b_all_event_gaps_entity_id_3years_days_btwn_min           inf    0.405   
 b_all_event_gaps_entity_id_3years_days_btwn_imp           inf    0.199   
 b_all_event_h_vh_entity_id_all_dsl_imp                    inf    0.911   
 b_all_event_gaps_entity_id_all_days_btw_imp               inf    0.199   
 b_all_event_h_vh_entity_id_1year_dsl_min         1.157363e+04    1.000   
 b_all_event_h_vh_entity_id_all_dsl_min           1.101710e+04    1.000   
 j_calls_entity_id_1year_disp_jcmhc_sum           3.535603e+02    0.012   
 j_calls_entity_id_6month_disp_jcmhc_sum          2.977970e+02    0.007   
 j_calls_entity_id_1year_crisis_calls_sum         2.960977e+02    0.027   
 j_calls_entity_id_1month_crisis_calls_sum        2.869482e+02    0.003   
 b_ambulance_entity_id_3month_suicidal_sum        2.836518e+02    0.001   
 j_calls_entity_id_1month_disp_jcmhc_sum          2.726334e+02    0.002   
 j_calls_entity_id_3month_disp_jcmhc_sum          2.672521e+02    0.004   
 j_calls_entity_id_6month_crisis_calls_sum        2.562371e+02    0.015   
 j_calls_entity_id_3month_crisis_calls_sum        2.516943e+02    0.009   
 b_ambulance_entity_id_6month_suicidal_sum        2.438551e+02    0.001   
 j_calls_entity_id_1month_self_ref_calls_sum      2.409382e+02    0.004   
 j_calls_entity_id_1year_self_ref_calls_sum       2.404747e+02    0.034   
 b_diagnoses_entity_id_6month_alcohol_use_sum     2.339910e+02    0.002   
 j_calls_entity_id_all_crisis_calls_sum           2.327014e+02    0.040   
 j_calls_entity_id_5year_crisis_calls_sum         2.327014e+02    0.040   
 b_diagnoses_entity_id_3month_alcohol_use_sum     2.308147e+02    0.001   
 j_calls_entity_id_1year_disp_911_sum             2.294649e+02    0.002   
 b_all_event_h_vh_entity_id_6month_total_count    2.241261e+02    0.022   
 b_all_event_h_vh_entity_id_1year_total_count     2.236746e+02    0.043   
 
                                                  (+)supp  
 feature_name                                              
 b_all_event_h_vh_entity_id_1year_total_imp          0.00  
 b_all_event_h_vh_entity_id_6month_total_imp         0.00  
 b_all_event_gaps_entity_id_1year_days_btw_imp       0.00  
 b_all_event_gaps_entity_id_all_days_btwn_min        0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_min     0.00  
 b_all_event_h_vh_entity_id_3month_total_imp         0.00  
 b_all_event_gaps_entity_id_all_days_btwn_imp        0.00  
 b_all_event_gaps_entity_id_5years_days_btwn_imp     0.00  
 b_all_event_gaps_entity_id_5years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_3years_days_btw_imp      0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_min      0.00  
 b_all_event_h_vh_entity_id_1year_dsl_imp            0.00  
 b_all_event_h_vh_entity_id_all_total_imp            0.00  
 b_all_event_gaps_entity_id_1year_days_btwn_imp      0.00  
 b_all_event_h_vh_entity_id_1month_total_imp         0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_min     0.00  
 b_all_event_gaps_entity_id_3years_days_btwn_imp     0.00  
 b_all_event_h_vh_entity_id_all_dsl_imp              0.00  
 b_all_event_gaps_entity_id_all_days_btw_imp         0.00  
 b_all_event_h_vh_entity_id_1year_dsl_min            1.00  
 b_all_event_h_vh_entity_id_all_dsl_min              1.00  
 j_calls_entity_id_1year_disp_jcmhc_sum              0.43  
 j_calls_entity_id_6month_disp_jcmhc_sum             0.35  
 j_calls_entity_id_1year_crisis_calls_sum            0.56  
 j_calls_entity_id_1month_crisis_calls_sum           0.22  
 b_ambulance_entity_id_3month_suicidal_sum           0.11  
 j_calls_entity_id_1month_disp_jcmhc_sum             0.14  
 j_calls_entity_id_3month_disp_jcmhc_sum             0.24  
 j_calls_entity_id_6month_crisis_calls_sum           0.44  
 j_calls_entity_id_3month_crisis_calls_sum           0.32  
 b_ambulance_entity_id_6month_suicidal_sum           0.21  
 j_calls_entity_id_1month_self_ref_calls_sum         0.18  
 j_calls_entity_id_1year_self_ref_calls_sum          0.50  
 b_diagnoses_entity_id_6month_alcohol_use_sum        0.22  
 j_calls_entity_id_all_crisis_calls_sum              0.58  
 j_calls_entity_id_5year_crisis_calls_sum            0.58  
 b_diagnoses_entity_id_3month_alcohol_use_sum        0.16  
 j_calls_entity_id_1year_disp_911_sum                0.18  
 b_all_event_h_vh_entity_id_6month_total_count       0.87  
 b_all_event_h_vh_entity_id_1year_total_count        1.00  }

7. Bias and Fairness#

mma.plot_bias_threshold(attribute_name='sex', attribute_values=['FEMALE', 'MALE'], bias_metric='tpr_disparity')

../_images/5145221d03e536b56def5592aefda65c76cb4facc47c4d17743fdfde29532e7e.png

Postmodeling notebook example

Contents

Postmodeling notebook example#

Parameters#

Postmodeling analysis on a Model#

1. Score distribution#

Without label#

With label#

2. Get top k#

3. Crosstabs#

4. Feature importance#

5. PR-k curve#

6. Bias and Fairness#

7. Error analysis#

Model Group Postmodeling analysis#

1. Model group ids on the analysis#

2. Score distributions#

Scores without label#

Score distributions with label#

3. PR-k curves#

4. Feature importance#

5. Top k lists#

6. Crosstabs#

7. Bias and Fairness#