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1
+ {
2
+ "missing_indicator_features": [
3
+ "DAYS_EMPLOYED",
4
+ "APARTMENTS_AVG",
5
+ "BASEMENTAREA_AVG",
6
+ "YEARS_BEGINEXPLUATATION_AVG",
7
+ "YEARS_BUILD_AVG",
8
+ "ELEVATORS_AVG",
9
+ "ENTRANCES_AVG",
10
+ "FLOORSMAX_AVG",
11
+ "FLOORSMIN_AVG",
12
+ "LANDAREA_AVG",
13
+ "LIVINGAPARTMENTS_AVG",
14
+ "LIVINGAREA_AVG",
15
+ "NONLIVINGAREA_AVG",
16
+ "APARTMENTS_MODE",
17
+ "BASEMENTAREA_MODE",
18
+ "YEARS_BEGINEXPLUATATION_MODE",
19
+ "YEARS_BUILD_MODE",
20
+ "ELEVATORS_MODE",
21
+ "ENTRANCES_MODE",
22
+ "FLOORSMAX_MODE",
23
+ "FLOORSMIN_MODE",
24
+ "LANDAREA_MODE",
25
+ "LIVINGAPARTMENTS_MODE",
26
+ "LIVINGAREA_MODE",
27
+ "NONLIVINGAREA_MODE",
28
+ "APARTMENTS_MEDI",
29
+ "BASEMENTAREA_MEDI",
30
+ "YEARS_BEGINEXPLUATATION_MEDI",
31
+ "YEARS_BUILD_MEDI",
32
+ "ELEVATORS_MEDI",
33
+ "ENTRANCES_MEDI",
34
+ "FLOORSMAX_MEDI",
35
+ "FLOORSMIN_MEDI",
36
+ "LANDAREA_MEDI",
37
+ "LIVINGAPARTMENTS_MEDI",
38
+ "LIVINGAREA_MEDI",
39
+ "NONLIVINGAREA_MEDI",
40
+ "TOTALAREA_MODE",
41
+ "APP_EXT_SOURCE_2_DAYS_EMPLOYED",
42
+ "DAYS_EMPLOYED_PERC",
43
+ "DUYET_EMPLOYMENT_TO_AGE_RATIO",
44
+ "TUANANH_EMPLOYED_BIRTH_RATIO",
45
+ "INCOME_TO_EMPLOYED_RATIO",
46
+ "APPS_INCOME_EMPLOYED_RATIO",
47
+ "APP_INCOME_TO_EMPLOYED_RATIO",
48
+ "APP_DAYS_EMPLOYED_DAYS_BIRTH_diff",
49
+ "BURO_DAYS_CREDIT_ENDDATE_VAR",
50
+ "BURO_ENDDATE_DIF_MIN",
51
+ "BURO_ENDDATE_DIF_MAX",
52
+ "BURO_ENDDATE_DIF_MEAN",
53
+ "BURO_BUREAU_CREDIT_FACT_DIFF_MIN",
54
+ "BURO_BUREAU_CREDIT_FACT_DIFF_MAX",
55
+ "BURO_BUREAU_CREDIT_FACT_DIFF_MEAN",
56
+ "CLOSED_DAYS_CREDIT_MIN",
57
+ "CLOSED_DAYS_CREDIT_MAX",
58
+ "CLOSED_DAYS_CREDIT_MEAN",
59
+ "CLOSED_DAYS_CREDIT_VAR",
60
+ "CLOSED_DAYS_CREDIT_SUM",
61
+ "CLOSED_DAYS_CREDIT_ENDDATE_MIN",
62
+ "CLOSED_DAYS_CREDIT_ENDDATE_MAX",
63
+ "CLOSED_DAYS_CREDIT_ENDDATE_MEAN",
64
+ "CLOSED_DAYS_CREDIT_ENDDATE_VAR",
65
+ "CLOSED_DAYS_CREDIT_UPDATE_MEAN",
66
+ "CLOSED_DAYS_CREDIT_UPDATE_MIN",
67
+ "CLOSED_DAYS_CREDIT_UPDATE_MAX",
68
+ "CLOSED_CREDIT_DAY_OVERDUE_MAX",
69
+ "CLOSED_CREDIT_DAY_OVERDUE_MEAN",
70
+ "CLOSED_CREDIT_DAY_OVERDUE_SUM",
71
+ "CLOSED_CREDIT_DAY_OVERDUE_MIN",
72
+ "CLOSED_AMT_CREDIT_MAX_OVERDUE_MEAN",
73
+ "CLOSED_AMT_CREDIT_MAX_OVERDUE_MAX",
74
+ "CLOSED_AMT_CREDIT_MAX_OVERDUE_SUM",
75
+ "CLOSED_AMT_CREDIT_SUM_MAX",
76
+ "CLOSED_AMT_CREDIT_SUM_MEAN",
77
+ "CLOSED_AMT_CREDIT_SUM_SUM",
78
+ "CLOSED_AMT_CREDIT_SUM_DEBT_MAX",
79
+ "CLOSED_AMT_CREDIT_SUM_DEBT_MEAN",
80
+ "CLOSED_AMT_CREDIT_SUM_DEBT_SUM",
81
+ "CLOSED_AMT_CREDIT_SUM_OVERDUE_MEAN",
82
+ "CLOSED_AMT_CREDIT_SUM_OVERDUE_MAX",
83
+ "CLOSED_AMT_CREDIT_SUM_OVERDUE_SUM",
84
+ "CLOSED_AMT_CREDIT_SUM_LIMIT_MEAN",
85
+ "CLOSED_AMT_CREDIT_SUM_LIMIT_SUM",
86
+ "CLOSED_AMT_CREDIT_SUM_LIMIT_MAX",
87
+ "CLOSED_AMT_ANNUITY_SUM",
88
+ "CLOSED_CNT_CREDIT_PROLONG_SUM",
89
+ "CLOSED_CNT_CREDIT_PROLONG_MEAN",
90
+ "CLOSED_BB_MONTHS_BALANCE_SIZE_SUM",
91
+ "CLOSED_CREDIT_DURATION_MIN",
92
+ "CLOSED_CREDIT_DURATION_MAX",
93
+ "CLOSED_CREDIT_DURATION_MEAN",
94
+ "CLOSED_ENDDATE_DIF_MIN",
95
+ "CLOSED_ENDDATE_DIF_MAX",
96
+ "CLOSED_ENDDATE_DIF_MEAN",
97
+ "CLOSED_DEBT_CREDIT_DIFF_MIN",
98
+ "CLOSED_DEBT_CREDIT_DIFF_MAX",
99
+ "CLOSED_DEBT_CREDIT_DIFF_MEAN",
100
+ "CLOSED_BUREAU_CREDIT_FACT_DIFF_MIN",
101
+ "CLOSED_BUREAU_CREDIT_FACT_DIFF_MAX",
102
+ "CLOSED_BUREAU_CREDIT_FACT_DIFF_MEAN",
103
+ "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MIN",
104
+ "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MAX",
105
+ "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MEAN",
106
+ "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MIN",
107
+ "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MAX",
108
+ "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MEAN",
109
+ "CLOSED_BUREAU_IS_DPD_MEAN",
110
+ "CLOSED_BUREAU_IS_DPD_SUM",
111
+ "CLOSED_BUREAU_IS_DPD_OVER120_MEAN",
112
+ "CLOSED_BUREAU_IS_DPD_OVER120_SUM",
113
+ "APPROVED_RATE_DOWN_PAYMENT_VAR",
114
+ "REFUSED_AMT_ANNUITY_MIN",
115
+ "REFUSED_AMT_ANNUITY_MAX",
116
+ "REFUSED_AMT_ANNUITY_MEAN",
117
+ "REFUSED_AMT_ANNUITY_SUM",
118
+ "REFUSED_AMT_ANNUITY_VAR",
119
+ "REFUSED_AMT_APPLICATION_MIN",
120
+ "REFUSED_AMT_APPLICATION_MAX",
121
+ "REFUSED_AMT_APPLICATION_MEAN",
122
+ "REFUSED_AMT_APPLICATION_SUM",
123
+ "REFUSED_AMT_CREDIT_MIN",
124
+ "REFUSED_AMT_CREDIT_MAX",
125
+ "REFUSED_AMT_CREDIT_MEAN",
126
+ "REFUSED_AMT_CREDIT_SUM",
127
+ "REFUSED_APP_CREDIT_PERC_MIN",
128
+ "REFUSED_APP_CREDIT_PERC_MAX",
129
+ "REFUSED_APP_CREDIT_PERC_MEAN",
130
+ "REFUSED_APP_CREDIT_PERC_VAR",
131
+ "REFUSED_AMT_DOWN_PAYMENT_SUM",
132
+ "REFUSED_AMT_GOODS_PRICE_MIN",
133
+ "REFUSED_AMT_GOODS_PRICE_MAX",
134
+ "REFUSED_AMT_GOODS_PRICE_MEAN",
135
+ "REFUSED_AMT_GOODS_PRICE_SUM",
136
+ "REFUSED_HOUR_APPR_PROCESS_START_MIN",
137
+ "REFUSED_HOUR_APPR_PROCESS_START_MAX",
138
+ "REFUSED_HOUR_APPR_PROCESS_START_MEAN",
139
+ "REFUSED_DAYS_DECISION_MIN",
140
+ "REFUSED_DAYS_DECISION_MAX",
141
+ "REFUSED_DAYS_DECISION_MEAN",
142
+ "REFUSED_DAYS_DECISION_SUM",
143
+ "REFUSED_CNT_PAYMENT_MEAN",
144
+ "REFUSED_CNT_PAYMENT_SUM",
145
+ "REFUSED_CNT_PAYMENT_MAX",
146
+ "REFUSED_CNT_PAYMENT_MIN",
147
+ "REFUSED_SK_ID_PREV_NUNIQUE",
148
+ "REFUSED_CREDIT_TO_ANNUITY_RATIO_MEAN",
149
+ "REFUSED_CREDIT_TO_ANNUITY_RATIO_MAX",
150
+ "REFUSED_APPLICATION_CREDIT_DIFF_MIN",
151
+ "REFUSED_APPLICATION_CREDIT_DIFF_MAX",
152
+ "REFUSED_APPLICATION_CREDIT_DIFF_MEAN",
153
+ "REFUSED_APPLICATION_CREDIT_DIFF_SUM",
154
+ "REFUSED_PREV_GOODS_DIFF_MEAN",
155
+ "REFUSED_PREV_GOODS_DIFF_MAX",
156
+ "REFUSED_PREV_GOODS_DIFF_SUM",
157
+ "REFUSED_PREV_GOODS_APPL_RATIO_MEAN",
158
+ "REFUSED_PREV_GOODS_APPL_RATIO_MAX",
159
+ "REFUSED_DAYS_LAST_DUE_DIFF_SUM",
160
+ "REFUSED_SIMPLE_INTERESTS_MEAN",
161
+ "REFUSED_SIMPLE_INTERESTS_MAX",
162
+ "CC_AMT_DRAWINGS_ATM_CURRENT_MIN",
163
+ "CC_AMT_DRAWINGS_ATM_CURRENT_MAX",
164
+ "CC_AMT_DRAWINGS_ATM_CURRENT_MEAN",
165
+ "CC_AMT_DRAWINGS_ATM_CURRENT_VAR",
166
+ "CC_AMT_DRAWINGS_OTHER_CURRENT_MIN",
167
+ "CC_AMT_DRAWINGS_OTHER_CURRENT_MAX",
168
+ "CC_AMT_DRAWINGS_OTHER_CURRENT_MEAN",
169
+ "CC_AMT_DRAWINGS_OTHER_CURRENT_VAR",
170
+ "CC_AMT_DRAWINGS_POS_CURRENT_MIN",
171
+ "CC_AMT_DRAWINGS_POS_CURRENT_MAX",
172
+ "CC_AMT_DRAWINGS_POS_CURRENT_MEAN",
173
+ "CC_AMT_DRAWINGS_POS_CURRENT_VAR",
174
+ "CC_AMT_PAYMENT_CURRENT_MIN",
175
+ "CC_AMT_PAYMENT_CURRENT_MAX",
176
+ "CC_AMT_PAYMENT_CURRENT_MEAN",
177
+ "CC_AMT_PAYMENT_CURRENT_VAR",
178
+ "CC_CNT_DRAWINGS_ATM_CURRENT_MIN",
179
+ "CC_CNT_DRAWINGS_ATM_CURRENT_MAX",
180
+ "CC_CNT_DRAWINGS_ATM_CURRENT_MEAN",
181
+ "CC_CNT_DRAWINGS_ATM_CURRENT_VAR",
182
+ "CC_CNT_DRAWINGS_OTHER_CURRENT_MIN",
183
+ "CC_CNT_DRAWINGS_OTHER_CURRENT_MAX",
184
+ "CC_CNT_DRAWINGS_OTHER_CURRENT_MEAN",
185
+ "CC_CNT_DRAWINGS_OTHER_CURRENT_VAR",
186
+ "CC_CNT_DRAWINGS_POS_CURRENT_MIN",
187
+ "CC_CNT_DRAWINGS_POS_CURRENT_MAX",
188
+ "CC_CNT_DRAWINGS_POS_CURRENT_MEAN",
189
+ "CC_CNT_DRAWINGS_POS_CURRENT_VAR",
190
+ "CC_PAYMENT_DIV_MIN_MIN",
191
+ "CC_PAYMENT_DIV_MIN_MAX",
192
+ "CC_PAYMENT_DIV_MIN_MEAN",
193
+ "CC_PAYMENT_DIV_MIN_VAR",
194
+ "CC_DRAWING_LIMIT_RATIO_MIN",
195
+ "CC_DRAWING_LIMIT_RATIO_MAX",
196
+ "CC_DRAWING_LIMIT_RATIO_MEAN",
197
+ "CC_DRAWING_LIMIT_RATIO_VAR",
198
+ "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MIN",
199
+ "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MAX",
200
+ "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MEAN",
201
+ "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_VAR",
202
+ "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MIN",
203
+ "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MAX",
204
+ "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MEAN",
205
+ "CC_TUANANH_CC_MIN_PAYMENT_RATIO_VAR",
206
+ "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MIN",
207
+ "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MAX",
208
+ "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MEAN",
209
+ "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_VAR",
210
+ "CC_12M_AMT_DRAWINGS_ATM_CURRENT_MAX",
211
+ "CC_12M_AMT_DRAWINGS_ATM_CURRENT_MEAN",
212
+ "CC_12M_AMT_DRAWINGS_POS_CURRENT_MAX",
213
+ "CC_12M_AMT_DRAWINGS_POS_CURRENT_MEAN",
214
+ "CC_12M_CNT_DRAWINGS_ATM_CURRENT_MAX",
215
+ "CC_12M_CNT_DRAWINGS_ATM_CURRENT_MEAN",
216
+ "CC_12M_CNT_DRAWINGS_POS_CURRENT_MEAN",
217
+ "CC_12M_CNT_DRAWINGS_POS_CURRENT_MAX",
218
+ "CC_24M_AMT_DRAWINGS_ATM_CURRENT_MAX",
219
+ "CC_24M_AMT_DRAWINGS_ATM_CURRENT_MEAN",
220
+ "CC_24M_AMT_DRAWINGS_POS_CURRENT_MAX",
221
+ "CC_24M_AMT_DRAWINGS_POS_CURRENT_MEAN",
222
+ "CC_24M_CNT_DRAWINGS_ATM_CURRENT_MAX",
223
+ "CC_24M_CNT_DRAWINGS_ATM_CURRENT_MEAN",
224
+ "CC_24M_CNT_DRAWINGS_POS_CURRENT_MEAN",
225
+ "CC_24M_CNT_DRAWINGS_POS_CURRENT_MAX",
226
+ "CC_48M_AMT_DRAWINGS_ATM_CURRENT_MAX",
227
+ "CC_48M_AMT_DRAWINGS_ATM_CURRENT_MEAN",
228
+ "CC_48M_AMT_DRAWINGS_POS_CURRENT_MAX",
229
+ "CC_48M_AMT_DRAWINGS_POS_CURRENT_MEAN",
230
+ "CC_48M_CNT_DRAWINGS_ATM_CURRENT_MAX",
231
+ "CC_48M_CNT_DRAWINGS_ATM_CURRENT_MEAN",
232
+ "CC_48M_CNT_DRAWINGS_POS_CURRENT_MEAN",
233
+ "CC_48M_CNT_DRAWINGS_POS_CURRENT_MAX"
234
+ ],
235
+ "dropped_100_nan_cols": [
236
+ "REFUSED_DAYS_TERMINATION_MAX",
237
+ "REFUSED_DAYS_LAST_DUE_DIFF_MEAN",
238
+ "REFUSED_DAYS_LAST_DUE_DIFF_MAX"
239
+ ],
240
+ "final_fold_features": [
241
+ "CODE_GENDER",
242
+ "FLAG_OWN_CAR",
243
+ "FLAG_OWN_REALTY",
244
+ "CNT_CHILDREN",
245
+ "AMT_INCOME_TOTAL",
246
+ "AMT_CREDIT",
247
+ "AMT_ANNUITY",
248
+ "AMT_GOODS_PRICE",
249
+ "REGION_POPULATION_RELATIVE",
250
+ "DAYS_BIRTH",
251
+ "DAYS_EMPLOYED",
252
+ "DAYS_REGISTRATION",
253
+ "DAYS_ID_PUBLISH",
254
+ "OWN_CAR_AGE",
255
+ "FLAG_MOBIL",
256
+ "FLAG_EMP_PHONE",
257
+ "FLAG_WORK_PHONE",
258
+ "FLAG_CONT_MOBILE",
259
+ "FLAG_PHONE",
260
+ "FLAG_EMAIL",
261
+ "CNT_FAM_MEMBERS",
262
+ "REGION_RATING_CLIENT",
263
+ "REGION_RATING_CLIENT_W_CITY",
264
+ "HOUR_APPR_PROCESS_START",
265
+ "REG_REGION_NOT_LIVE_REGION",
266
+ "REG_REGION_NOT_WORK_REGION",
267
+ "LIVE_REGION_NOT_WORK_REGION",
268
+ "REG_CITY_NOT_LIVE_CITY",
269
+ "REG_CITY_NOT_WORK_CITY",
270
+ "LIVE_CITY_NOT_WORK_CITY",
271
+ "EXT_SOURCE_1",
272
+ "EXT_SOURCE_2",
273
+ "EXT_SOURCE_3",
274
+ "APARTMENTS_AVG",
275
+ "BASEMENTAREA_AVG",
276
+ "YEARS_BEGINEXPLUATATION_AVG",
277
+ "YEARS_BUILD_AVG",
278
+ "COMMONAREA_AVG",
279
+ "ELEVATORS_AVG",
280
+ "ENTRANCES_AVG",
281
+ "FLOORSMAX_AVG",
282
+ "FLOORSMIN_AVG",
283
+ "LANDAREA_AVG",
284
+ "LIVINGAPARTMENTS_AVG",
285
+ "LIVINGAREA_AVG",
286
+ "NONLIVINGAPARTMENTS_AVG",
287
+ "NONLIVINGAREA_AVG",
288
+ "APARTMENTS_MODE",
289
+ "BASEMENTAREA_MODE",
290
+ "YEARS_BEGINEXPLUATATION_MODE",
291
+ "YEARS_BUILD_MODE",
292
+ "COMMONAREA_MODE",
293
+ "ELEVATORS_MODE",
294
+ "ENTRANCES_MODE",
295
+ "FLOORSMAX_MODE",
296
+ "FLOORSMIN_MODE",
297
+ "LANDAREA_MODE",
298
+ "LIVINGAPARTMENTS_MODE",
299
+ "LIVINGAREA_MODE",
300
+ "NONLIVINGAPARTMENTS_MODE",
301
+ "NONLIVINGAREA_MODE",
302
+ "APARTMENTS_MEDI",
303
+ "BASEMENTAREA_MEDI",
304
+ "YEARS_BEGINEXPLUATATION_MEDI",
305
+ "YEARS_BUILD_MEDI",
306
+ "COMMONAREA_MEDI",
307
+ "ELEVATORS_MEDI",
308
+ "ENTRANCES_MEDI",
309
+ "FLOORSMAX_MEDI",
310
+ "FLOORSMIN_MEDI",
311
+ "LANDAREA_MEDI",
312
+ "LIVINGAPARTMENTS_MEDI",
313
+ "LIVINGAREA_MEDI",
314
+ "NONLIVINGAPARTMENTS_MEDI",
315
+ "NONLIVINGAREA_MEDI",
316
+ "TOTALAREA_MODE",
317
+ "OBS_30_CNT_SOCIAL_CIRCLE",
318
+ "DEF_30_CNT_SOCIAL_CIRCLE",
319
+ "OBS_60_CNT_SOCIAL_CIRCLE",
320
+ "DEF_60_CNT_SOCIAL_CIRCLE",
321
+ "DAYS_LAST_PHONE_CHANGE",
322
+ "FLAG_DOCUMENT_2",
323
+ "FLAG_DOCUMENT_3",
324
+ "FLAG_DOCUMENT_4",
325
+ "FLAG_DOCUMENT_5",
326
+ "FLAG_DOCUMENT_6",
327
+ "FLAG_DOCUMENT_7",
328
+ "FLAG_DOCUMENT_8",
329
+ "FLAG_DOCUMENT_9",
330
+ "FLAG_DOCUMENT_10",
331
+ "FLAG_DOCUMENT_11",
332
+ "FLAG_DOCUMENT_12",
333
+ "FLAG_DOCUMENT_13",
334
+ "FLAG_DOCUMENT_14",
335
+ "FLAG_DOCUMENT_15",
336
+ "FLAG_DOCUMENT_16",
337
+ "FLAG_DOCUMENT_17",
338
+ "FLAG_DOCUMENT_18",
339
+ "FLAG_DOCUMENT_19",
340
+ "FLAG_DOCUMENT_20",
341
+ "FLAG_DOCUMENT_21",
342
+ "AMT_REQ_CREDIT_BUREAU_HOUR",
343
+ "AMT_REQ_CREDIT_BUREAU_DAY",
344
+ "AMT_REQ_CREDIT_BUREAU_WEEK",
345
+ "AMT_REQ_CREDIT_BUREAU_MON",
346
+ "AMT_REQ_CREDIT_BUREAU_QRT",
347
+ "AMT_REQ_CREDIT_BUREAU_YEAR",
348
+ "DOCUMENT_COUNT",
349
+ "NEW_DOC_KURT",
350
+ "APP_SCORE1_TO_BIRTH_RATIO",
351
+ "APP_SCORE2_TO_BIRTH_RATIO",
352
+ "APP_SCORE3_TO_BIRTH_RATIO",
353
+ "APP_SCORE1_TO_EMPLOY_RATIO",
354
+ "APP_EXT_SOURCE_1_EXT_SOURCE_2_DAYS_BIRTH",
355
+ "APP_SCORE1_TO_FAM_CNT_RATIO",
356
+ "APP_SCORE1_TO_GOODS_RATIO",
357
+ "APP_SCORE1_TO_CREDIT_RATIO",
358
+ "APP_SCORE1_TO_SCORE2_RATIO",
359
+ "APP_SCORE1_TO_SCORE3_RATIO",
360
+ "APP_SCORE2_TO_CREDIT_RATIO",
361
+ "APP_SCORE2_TO_REGION_RATING_RATIO",
362
+ "APP_SCORE2_TO_CITY_RATING_RATIO",
363
+ "APP_SCORE2_TO_POP_RATIO",
364
+ "APP_SCORE2_TO_PHONE_CHANGE_RATIO",
365
+ "APP_EXT_SOURCE_1_EXT_SOURCE_2",
366
+ "APP_EXT_SOURCE_1_EXT_SOURCE_3",
367
+ "APP_EXT_SOURCE_2_EXT_SOURCE_3",
368
+ "APP_EXT_SOURCE_1_DAYS_EMPLOYED",
369
+ "APP_EXT_SOURCE_2_DAYS_EMPLOYED",
370
+ "APP_EXT_SOURCE_3_DAYS_EMPLOYED",
371
+ "DAYS_EMPLOYED_PERC",
372
+ "INCOME_CREDIT_PERC",
373
+ "INCOME_PER_PERSON",
374
+ "ANNUITY_INCOME_PERC",
375
+ "PAYMENT_RATE",
376
+ "CREDIT_TO_GOODS_RATIO",
377
+ "INCOME_TO_ANNUITY_RATIO",
378
+ "CREDIT_TO_INCOME_RATIO",
379
+ "CREDIT_TO_ANNUITY_RATIO",
380
+ "INCOME_X_CREDIT",
381
+ "INCOME_X_BIRTH",
382
+ "DUYET_CREDIT_GOODS_DIFF",
383
+ "DUYET_EXT_SOURCE_WEIGHTED",
384
+ "DUYET_EMPLOYMENT_TO_AGE_RATIO",
385
+ "DUYET_ANNUITY_LENGTH",
386
+ "DUYET_ANNUITY_TO_INCOME_RATIO",
387
+ "DUYET_CREDIT_ANNUITY_RATIO",
388
+ "TUANANH_EMPLOYED_BIRTH_RATIO",
389
+ "TUANANH_INCOME_CREDIT_RATIO",
390
+ "TUANANH_INCOME_PER_FAMILY_MEMBER",
391
+ "TUANANH_ANNUITY_INCOME_RATIO",
392
+ "TUANANH_PAYMENT_RATE",
393
+ "TUANANH_CREDIT_GOODS_RATIO",
394
+ "TUANANH_INCOME_ANNUITY_RATIO",
395
+ "TUANANH_CREDIT_INCOME_RATIO",
396
+ "TUANANH_CREDIT_GOODS_DIFF",
397
+ "TUANANH_EXT_SOURCE_MEAN",
398
+ "TUANANH_EXT_SOURCE_STD",
399
+ "TUANANH_EXT_SOURCE_WEIGHTED",
400
+ "TUANANH_PHONE_EMPLOYED_RATIO",
401
+ "INCOME_TO_EMPLOYED_RATIO",
402
+ "INCOME_TO_BIRTH_RATIO",
403
+ "ID_TO_BIRTH_RATIO",
404
+ "CAR_TO_BIRTH_RATIO",
405
+ "CAR_TO_EMPLOYED_RATIO",
406
+ "PHONE_TO_BIRTH_RATIO",
407
+ "APPS_GOODS_INCOME_RATIO",
408
+ "APPS_CNT_FAM_INCOME_RATIO",
409
+ "APPS_INCOME_EMPLOYED_RATIO",
410
+ "CREDIT_TO_GOODS_RATIO_2",
411
+ "APP_AMT_INCOME_TOTAL_12_AMT_ANNUITY_ratio",
412
+ "APP_INCOME_TO_EMPLOYED_RATIO",
413
+ "APP_DAYS_LAST_PHONE_CHANGE_DAYS_EMPLOYED_ratio",
414
+ "APP_DAYS_EMPLOYED_DAYS_BIRTH_diff",
415
+ "BURO_DAYS_CREDIT_MIN",
416
+ "BURO_DAYS_CREDIT_MAX",
417
+ "BURO_DAYS_CREDIT_MEAN",
418
+ "BURO_DAYS_CREDIT_VAR",
419
+ "BURO_DAYS_CREDIT_SUM",
420
+ "BURO_DAYS_CREDIT_ENDDATE_MIN",
421
+ "BURO_DAYS_CREDIT_ENDDATE_MAX",
422
+ "BURO_DAYS_CREDIT_ENDDATE_MEAN",
423
+ "BURO_DAYS_CREDIT_ENDDATE_VAR",
424
+ "BURO_DAYS_CREDIT_UPDATE_MEAN",
425
+ "BURO_DAYS_CREDIT_UPDATE_MIN",
426
+ "BURO_DAYS_CREDIT_UPDATE_MAX",
427
+ "BURO_CREDIT_DAY_OVERDUE_MAX",
428
+ "BURO_CREDIT_DAY_OVERDUE_MEAN",
429
+ "BURO_CREDIT_DAY_OVERDUE_SUM",
430
+ "BURO_CREDIT_DAY_OVERDUE_MIN",
431
+ "BURO_AMT_CREDIT_MAX_OVERDUE_MEAN",
432
+ "BURO_AMT_CREDIT_MAX_OVERDUE_MAX",
433
+ "BURO_AMT_CREDIT_MAX_OVERDUE_SUM",
434
+ "BURO_AMT_CREDIT_SUM_MAX",
435
+ "BURO_AMT_CREDIT_SUM_MEAN",
436
+ "BURO_AMT_CREDIT_SUM_SUM",
437
+ "BURO_AMT_CREDIT_SUM_DEBT_MAX",
438
+ "BURO_AMT_CREDIT_SUM_DEBT_MEAN",
439
+ "BURO_AMT_CREDIT_SUM_DEBT_SUM",
440
+ "BURO_AMT_CREDIT_SUM_OVERDUE_MEAN",
441
+ "BURO_AMT_CREDIT_SUM_OVERDUE_MAX",
442
+ "BURO_AMT_CREDIT_SUM_OVERDUE_SUM",
443
+ "BURO_AMT_CREDIT_SUM_LIMIT_MEAN",
444
+ "BURO_AMT_CREDIT_SUM_LIMIT_SUM",
445
+ "BURO_AMT_CREDIT_SUM_LIMIT_MAX",
446
+ "BURO_AMT_ANNUITY_MAX",
447
+ "BURO_AMT_ANNUITY_MEAN",
448
+ "BURO_AMT_ANNUITY_SUM",
449
+ "BURO_AMT_ANNUITY_MIN",
450
+ "BURO_AMT_ANNUITY_VAR",
451
+ "BURO_CNT_CREDIT_PROLONG_SUM",
452
+ "BURO_CNT_CREDIT_PROLONG_MEAN",
453
+ "BURO_BB_MONTHS_BALANCE_MIN_MIN",
454
+ "BURO_BB_MONTHS_BALANCE_MAX_MAX",
455
+ "BURO_BB_MONTHS_BALANCE_SIZE_MEAN",
456
+ "BURO_BB_MONTHS_BALANCE_SIZE_SUM",
457
+ "BURO_BB_MONTHS_BALANCE_SIZE_MIN",
458
+ "BURO_BB_MONTHS_BALANCE_SIZE_MAX",
459
+ "BURO_BB_MONTHS_BALANCE_MEAN_MEAN",
460
+ "BURO_BB_MONTHS_BALANCE_VAR_MEAN",
461
+ "BURO_CREDIT_DURATION_MIN",
462
+ "BURO_CREDIT_DURATION_MAX",
463
+ "BURO_CREDIT_DURATION_MEAN",
464
+ "BURO_ENDDATE_DIF_MIN",
465
+ "BURO_ENDDATE_DIF_MAX",
466
+ "BURO_ENDDATE_DIF_MEAN",
467
+ "BURO_DEBT_PERCENTAGE_MIN",
468
+ "BURO_DEBT_PERCENTAGE_MAX",
469
+ "BURO_DEBT_PERCENTAGE_MEAN",
470
+ "BURO_DEBT_CREDIT_DIFF_MIN",
471
+ "BURO_DEBT_CREDIT_DIFF_MAX",
472
+ "BURO_DEBT_CREDIT_DIFF_MEAN",
473
+ "BURO_CREDIT_TO_ANNUITY_RATIO_MIN",
474
+ "BURO_CREDIT_TO_ANNUITY_RATIO_MAX",
475
+ "BURO_CREDIT_TO_ANNUITY_RATIO_MEAN",
476
+ "BURO_BUREAU_CREDIT_FACT_DIFF_MIN",
477
+ "BURO_BUREAU_CREDIT_FACT_DIFF_MAX",
478
+ "BURO_BUREAU_CREDIT_FACT_DIFF_MEAN",
479
+ "BURO_BUREAU_CREDIT_ENDDATE_DIFF_MIN",
480
+ "BURO_BUREAU_CREDIT_ENDDATE_DIFF_MAX",
481
+ "BURO_BUREAU_CREDIT_ENDDATE_DIFF_MEAN",
482
+ "BURO_BUREAU_CREDIT_DEBT_RATIO_MIN",
483
+ "BURO_BUREAU_CREDIT_DEBT_RATIO_MAX",
484
+ "BURO_BUREAU_CREDIT_DEBT_RATIO_MEAN",
485
+ "BURO_BUREAU_IS_DPD_MEAN",
486
+ "BURO_BUREAU_IS_DPD_SUM",
487
+ "BURO_BUREAU_IS_DPD_OVER120_MEAN",
488
+ "BURO_BUREAU_IS_DPD_OVER120_SUM",
489
+ "BURO_CREDIT_ACTIVE_Active_MEAN",
490
+ "BURO_CREDIT_ACTIVE_Active_SUM",
491
+ "BURO_CREDIT_ACTIVE_Bad_debt_MEAN",
492
+ "BURO_CREDIT_ACTIVE_Bad_debt_SUM",
493
+ "BURO_CREDIT_ACTIVE_Closed_MEAN",
494
+ "BURO_CREDIT_ACTIVE_Closed_SUM",
495
+ "BURO_CREDIT_ACTIVE_Sold_MEAN",
496
+ "BURO_CREDIT_ACTIVE_Sold_SUM",
497
+ "BURO_CREDIT_ACTIVE_nan_MEAN",
498
+ "BURO_CREDIT_ACTIVE_nan_SUM",
499
+ "BURO_CREDIT_CURRENCY_currency_1_MEAN",
500
+ "BURO_CREDIT_CURRENCY_currency_1_SUM",
501
+ "BURO_CREDIT_CURRENCY_currency_2_MEAN",
502
+ "BURO_CREDIT_CURRENCY_currency_2_SUM",
503
+ "BURO_CREDIT_CURRENCY_currency_3_MEAN",
504
+ "BURO_CREDIT_CURRENCY_currency_3_SUM",
505
+ "BURO_CREDIT_CURRENCY_currency_4_MEAN",
506
+ "BURO_CREDIT_CURRENCY_currency_4_SUM",
507
+ "BURO_CREDIT_CURRENCY_nan_MEAN",
508
+ "BURO_CREDIT_CURRENCY_nan_SUM",
509
+ "BURO_CREDIT_TYPE_Another_type_of_loan_MEAN",
510
+ "BURO_CREDIT_TYPE_Another_type_of_loan_SUM",
511
+ "BURO_CREDIT_TYPE_Car_loan_MEAN",
512
+ "BURO_CREDIT_TYPE_Car_loan_SUM",
513
+ "BURO_CREDIT_TYPE_Cash_loan__non_earmarked__MEAN",
514
+ "BURO_CREDIT_TYPE_Cash_loan__non_earmarked__SUM",
515
+ "BURO_CREDIT_TYPE_Consumer_credit_MEAN",
516
+ "BURO_CREDIT_TYPE_Consumer_credit_SUM",
517
+ "BURO_CREDIT_TYPE_Credit_card_MEAN",
518
+ "BURO_CREDIT_TYPE_Credit_card_SUM",
519
+ "BURO_CREDIT_TYPE_Interbank_credit_MEAN",
520
+ "BURO_CREDIT_TYPE_Interbank_credit_SUM",
521
+ "BURO_CREDIT_TYPE_Loan_for_business_development_MEAN",
522
+ "BURO_CREDIT_TYPE_Loan_for_business_development_SUM",
523
+ "BURO_CREDIT_TYPE_Loan_for_purchase_of_shares__margin_lending__MEAN",
524
+ "BURO_CREDIT_TYPE_Loan_for_purchase_of_shares__margin_lending__SUM",
525
+ "BURO_CREDIT_TYPE_Loan_for_the_purchase_of_equipment_MEAN",
526
+ "BURO_CREDIT_TYPE_Loan_for_the_purchase_of_equipment_SUM",
527
+ "BURO_CREDIT_TYPE_Loan_for_working_capital_replenishment_MEAN",
528
+ "BURO_CREDIT_TYPE_Loan_for_working_capital_replenishment_SUM",
529
+ "BURO_CREDIT_TYPE_Microloan_MEAN",
530
+ "BURO_CREDIT_TYPE_Microloan_SUM",
531
+ "BURO_CREDIT_TYPE_Mobile_operator_loan_MEAN",
532
+ "BURO_CREDIT_TYPE_Mobile_operator_loan_SUM",
533
+ "BURO_CREDIT_TYPE_Mortgage_MEAN",
534
+ "BURO_CREDIT_TYPE_Mortgage_SUM",
535
+ "BURO_CREDIT_TYPE_Real_estate_loan_MEAN",
536
+ "BURO_CREDIT_TYPE_Real_estate_loan_SUM",
537
+ "BURO_CREDIT_TYPE_Unknown_type_of_loan_MEAN",
538
+ "BURO_CREDIT_TYPE_Unknown_type_of_loan_SUM",
539
+ "BURO_CREDIT_TYPE_nan_MEAN",
540
+ "BURO_CREDIT_TYPE_nan_SUM",
541
+ "BURO_BB_STATUS_0_MEAN_MEAN",
542
+ "BURO_BB_STATUS_1_MEAN_MEAN",
543
+ "BURO_BB_STATUS_2_MEAN_MEAN",
544
+ "BURO_BB_STATUS_3_MEAN_MEAN",
545
+ "BURO_BB_STATUS_4_MEAN_MEAN",
546
+ "BURO_BB_STATUS_5_MEAN_MEAN",
547
+ "BURO_BB_STATUS_C_MEAN_MEAN",
548
+ "BURO_BB_STATUS_X_MEAN_MEAN",
549
+ "BURO_BB_STATUS_nan_MEAN_MEAN",
550
+ "BURO_BB_STATUS_0_SUM_MEAN",
551
+ "BURO_BB_STATUS_1_SUM_MEAN",
552
+ "BURO_BB_STATUS_2_SUM_MEAN",
553
+ "BURO_BB_STATUS_3_SUM_MEAN",
554
+ "BURO_BB_STATUS_4_SUM_MEAN",
555
+ "BURO_BB_STATUS_5_SUM_MEAN",
556
+ "BURO_BB_STATUS_C_SUM_MEAN",
557
+ "BURO_BB_STATUS_X_SUM_MEAN",
558
+ "BURO_BB_STATUS_nan_SUM_MEAN",
559
+ "ACTIVE_DAYS_CREDIT_MIN",
560
+ "ACTIVE_DAYS_CREDIT_MAX",
561
+ "ACTIVE_DAYS_CREDIT_MEAN",
562
+ "ACTIVE_DAYS_CREDIT_VAR",
563
+ "ACTIVE_DAYS_CREDIT_SUM",
564
+ "ACTIVE_DAYS_CREDIT_ENDDATE_MIN",
565
+ "ACTIVE_DAYS_CREDIT_ENDDATE_MAX",
566
+ "ACTIVE_DAYS_CREDIT_ENDDATE_MEAN",
567
+ "ACTIVE_DAYS_CREDIT_ENDDATE_VAR",
568
+ "ACTIVE_DAYS_CREDIT_UPDATE_MEAN",
569
+ "ACTIVE_DAYS_CREDIT_UPDATE_MIN",
570
+ "ACTIVE_DAYS_CREDIT_UPDATE_MAX",
571
+ "ACTIVE_CREDIT_DAY_OVERDUE_MAX",
572
+ "ACTIVE_CREDIT_DAY_OVERDUE_MEAN",
573
+ "ACTIVE_CREDIT_DAY_OVERDUE_SUM",
574
+ "ACTIVE_CREDIT_DAY_OVERDUE_MIN",
575
+ "ACTIVE_AMT_CREDIT_MAX_OVERDUE_MEAN",
576
+ "ACTIVE_AMT_CREDIT_MAX_OVERDUE_MAX",
577
+ "ACTIVE_AMT_CREDIT_MAX_OVERDUE_SUM",
578
+ "ACTIVE_AMT_CREDIT_SUM_MAX",
579
+ "ACTIVE_AMT_CREDIT_SUM_MEAN",
580
+ "ACTIVE_AMT_CREDIT_SUM_SUM",
581
+ "ACTIVE_AMT_CREDIT_SUM_DEBT_MAX",
582
+ "ACTIVE_AMT_CREDIT_SUM_DEBT_MEAN",
583
+ "ACTIVE_AMT_CREDIT_SUM_DEBT_SUM",
584
+ "ACTIVE_AMT_CREDIT_SUM_OVERDUE_MEAN",
585
+ "ACTIVE_AMT_CREDIT_SUM_OVERDUE_MAX",
586
+ "ACTIVE_AMT_CREDIT_SUM_OVERDUE_SUM",
587
+ "ACTIVE_AMT_CREDIT_SUM_LIMIT_MEAN",
588
+ "ACTIVE_AMT_CREDIT_SUM_LIMIT_SUM",
589
+ "ACTIVE_AMT_CREDIT_SUM_LIMIT_MAX",
590
+ "ACTIVE_AMT_ANNUITY_MAX",
591
+ "ACTIVE_AMT_ANNUITY_MEAN",
592
+ "ACTIVE_AMT_ANNUITY_SUM",
593
+ "ACTIVE_AMT_ANNUITY_MIN",
594
+ "ACTIVE_AMT_ANNUITY_VAR",
595
+ "ACTIVE_CNT_CREDIT_PROLONG_SUM",
596
+ "ACTIVE_CNT_CREDIT_PROLONG_MEAN",
597
+ "ACTIVE_BB_MONTHS_BALANCE_MIN_MIN",
598
+ "ACTIVE_BB_MONTHS_BALANCE_MAX_MAX",
599
+ "ACTIVE_BB_MONTHS_BALANCE_SIZE_MEAN",
600
+ "ACTIVE_BB_MONTHS_BALANCE_SIZE_SUM",
601
+ "ACTIVE_BB_MONTHS_BALANCE_SIZE_MIN",
602
+ "ACTIVE_BB_MONTHS_BALANCE_SIZE_MAX",
603
+ "ACTIVE_BB_MONTHS_BALANCE_MEAN_MEAN",
604
+ "ACTIVE_BB_MONTHS_BALANCE_VAR_MEAN",
605
+ "ACTIVE_CREDIT_DURATION_MIN",
606
+ "ACTIVE_CREDIT_DURATION_MAX",
607
+ "ACTIVE_CREDIT_DURATION_MEAN",
608
+ "ACTIVE_ENDDATE_DIF_MIN",
609
+ "ACTIVE_ENDDATE_DIF_MAX",
610
+ "ACTIVE_ENDDATE_DIF_MEAN",
611
+ "ACTIVE_DEBT_PERCENTAGE_MIN",
612
+ "ACTIVE_DEBT_PERCENTAGE_MAX",
613
+ "ACTIVE_DEBT_PERCENTAGE_MEAN",
614
+ "ACTIVE_DEBT_CREDIT_DIFF_MIN",
615
+ "ACTIVE_DEBT_CREDIT_DIFF_MAX",
616
+ "ACTIVE_DEBT_CREDIT_DIFF_MEAN",
617
+ "ACTIVE_CREDIT_TO_ANNUITY_RATIO_MIN",
618
+ "ACTIVE_CREDIT_TO_ANNUITY_RATIO_MAX",
619
+ "ACTIVE_CREDIT_TO_ANNUITY_RATIO_MEAN",
620
+ "ACTIVE_BUREAU_CREDIT_FACT_DIFF_MIN",
621
+ "ACTIVE_BUREAU_CREDIT_FACT_DIFF_MAX",
622
+ "ACTIVE_BUREAU_CREDIT_FACT_DIFF_MEAN",
623
+ "ACTIVE_BUREAU_CREDIT_ENDDATE_DIFF_MIN",
624
+ "ACTIVE_BUREAU_CREDIT_ENDDATE_DIFF_MAX",
625
+ "ACTIVE_BUREAU_CREDIT_ENDDATE_DIFF_MEAN",
626
+ "ACTIVE_BUREAU_CREDIT_DEBT_RATIO_MIN",
627
+ "ACTIVE_BUREAU_CREDIT_DEBT_RATIO_MAX",
628
+ "ACTIVE_BUREAU_CREDIT_DEBT_RATIO_MEAN",
629
+ "ACTIVE_BUREAU_IS_DPD_MEAN",
630
+ "ACTIVE_BUREAU_IS_DPD_SUM",
631
+ "ACTIVE_BUREAU_IS_DPD_OVER120_MEAN",
632
+ "ACTIVE_BUREAU_IS_DPD_OVER120_SUM",
633
+ "CLOSED_DAYS_CREDIT_MIN",
634
+ "CLOSED_DAYS_CREDIT_MAX",
635
+ "CLOSED_DAYS_CREDIT_MEAN",
636
+ "CLOSED_DAYS_CREDIT_VAR",
637
+ "CLOSED_DAYS_CREDIT_SUM",
638
+ "CLOSED_DAYS_CREDIT_ENDDATE_MIN",
639
+ "CLOSED_DAYS_CREDIT_ENDDATE_MAX",
640
+ "CLOSED_DAYS_CREDIT_ENDDATE_MEAN",
641
+ "CLOSED_DAYS_CREDIT_ENDDATE_VAR",
642
+ "CLOSED_DAYS_CREDIT_UPDATE_MEAN",
643
+ "CLOSED_DAYS_CREDIT_UPDATE_MIN",
644
+ "CLOSED_DAYS_CREDIT_UPDATE_MAX",
645
+ "CLOSED_CREDIT_DAY_OVERDUE_MAX",
646
+ "CLOSED_CREDIT_DAY_OVERDUE_MEAN",
647
+ "CLOSED_CREDIT_DAY_OVERDUE_SUM",
648
+ "CLOSED_CREDIT_DAY_OVERDUE_MIN",
649
+ "CLOSED_AMT_CREDIT_MAX_OVERDUE_MEAN",
650
+ "CLOSED_AMT_CREDIT_MAX_OVERDUE_MAX",
651
+ "CLOSED_AMT_CREDIT_MAX_OVERDUE_SUM",
652
+ "CLOSED_AMT_CREDIT_SUM_MAX",
653
+ "CLOSED_AMT_CREDIT_SUM_MEAN",
654
+ "CLOSED_AMT_CREDIT_SUM_SUM",
655
+ "CLOSED_AMT_CREDIT_SUM_DEBT_MAX",
656
+ "CLOSED_AMT_CREDIT_SUM_DEBT_MEAN",
657
+ "CLOSED_AMT_CREDIT_SUM_DEBT_SUM",
658
+ "CLOSED_AMT_CREDIT_SUM_OVERDUE_MEAN",
659
+ "CLOSED_AMT_CREDIT_SUM_OVERDUE_MAX",
660
+ "CLOSED_AMT_CREDIT_SUM_OVERDUE_SUM",
661
+ "CLOSED_AMT_CREDIT_SUM_LIMIT_MEAN",
662
+ "CLOSED_AMT_CREDIT_SUM_LIMIT_SUM",
663
+ "CLOSED_AMT_CREDIT_SUM_LIMIT_MAX",
664
+ "CLOSED_AMT_ANNUITY_MAX",
665
+ "CLOSED_AMT_ANNUITY_MEAN",
666
+ "CLOSED_AMT_ANNUITY_SUM",
667
+ "CLOSED_AMT_ANNUITY_MIN",
668
+ "CLOSED_AMT_ANNUITY_VAR",
669
+ "CLOSED_CNT_CREDIT_PROLONG_SUM",
670
+ "CLOSED_CNT_CREDIT_PROLONG_MEAN",
671
+ "CLOSED_BB_MONTHS_BALANCE_MIN_MIN",
672
+ "CLOSED_BB_MONTHS_BALANCE_MAX_MAX",
673
+ "CLOSED_BB_MONTHS_BALANCE_SIZE_MEAN",
674
+ "CLOSED_BB_MONTHS_BALANCE_SIZE_SUM",
675
+ "CLOSED_BB_MONTHS_BALANCE_SIZE_MIN",
676
+ "CLOSED_BB_MONTHS_BALANCE_SIZE_MAX",
677
+ "CLOSED_BB_MONTHS_BALANCE_MEAN_MEAN",
678
+ "CLOSED_BB_MONTHS_BALANCE_VAR_MEAN",
679
+ "CLOSED_CREDIT_DURATION_MIN",
680
+ "CLOSED_CREDIT_DURATION_MAX",
681
+ "CLOSED_CREDIT_DURATION_MEAN",
682
+ "CLOSED_ENDDATE_DIF_MIN",
683
+ "CLOSED_ENDDATE_DIF_MAX",
684
+ "CLOSED_ENDDATE_DIF_MEAN",
685
+ "CLOSED_DEBT_PERCENTAGE_MIN",
686
+ "CLOSED_DEBT_PERCENTAGE_MAX",
687
+ "CLOSED_DEBT_PERCENTAGE_MEAN",
688
+ "CLOSED_DEBT_CREDIT_DIFF_MIN",
689
+ "CLOSED_DEBT_CREDIT_DIFF_MAX",
690
+ "CLOSED_DEBT_CREDIT_DIFF_MEAN",
691
+ "CLOSED_CREDIT_TO_ANNUITY_RATIO_MIN",
692
+ "CLOSED_CREDIT_TO_ANNUITY_RATIO_MAX",
693
+ "CLOSED_CREDIT_TO_ANNUITY_RATIO_MEAN",
694
+ "CLOSED_BUREAU_CREDIT_FACT_DIFF_MIN",
695
+ "CLOSED_BUREAU_CREDIT_FACT_DIFF_MAX",
696
+ "CLOSED_BUREAU_CREDIT_FACT_DIFF_MEAN",
697
+ "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MIN",
698
+ "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MAX",
699
+ "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MEAN",
700
+ "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MIN",
701
+ "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MAX",
702
+ "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MEAN",
703
+ "CLOSED_BUREAU_IS_DPD_MEAN",
704
+ "CLOSED_BUREAU_IS_DPD_SUM",
705
+ "CLOSED_BUREAU_IS_DPD_OVER120_MEAN",
706
+ "CLOSED_BUREAU_IS_DPD_OVER120_SUM",
707
+ "PREV_AMT_ANNUITY_MIN",
708
+ "PREV_AMT_ANNUITY_MAX",
709
+ "PREV_AMT_ANNUITY_MEAN",
710
+ "PREV_AMT_ANNUITY_SUM",
711
+ "PREV_AMT_ANNUITY_VAR",
712
+ "PREV_AMT_APPLICATION_MIN",
713
+ "PREV_AMT_APPLICATION_MAX",
714
+ "PREV_AMT_APPLICATION_MEAN",
715
+ "PREV_AMT_APPLICATION_SUM",
716
+ "PREV_AMT_CREDIT_MIN",
717
+ "PREV_AMT_CREDIT_MAX",
718
+ "PREV_AMT_CREDIT_MEAN",
719
+ "PREV_AMT_CREDIT_SUM",
720
+ "PREV_APP_CREDIT_PERC_MIN",
721
+ "PREV_APP_CREDIT_PERC_MAX",
722
+ "PREV_APP_CREDIT_PERC_MEAN",
723
+ "PREV_APP_CREDIT_PERC_VAR",
724
+ "PREV_AMT_DOWN_PAYMENT_MIN",
725
+ "PREV_AMT_DOWN_PAYMENT_MAX",
726
+ "PREV_AMT_DOWN_PAYMENT_MEAN",
727
+ "PREV_AMT_DOWN_PAYMENT_SUM",
728
+ "PREV_AMT_GOODS_PRICE_MIN",
729
+ "PREV_AMT_GOODS_PRICE_MAX",
730
+ "PREV_AMT_GOODS_PRICE_MEAN",
731
+ "PREV_AMT_GOODS_PRICE_SUM",
732
+ "PREV_HOUR_APPR_PROCESS_START_MIN",
733
+ "PREV_HOUR_APPR_PROCESS_START_MAX",
734
+ "PREV_HOUR_APPR_PROCESS_START_MEAN",
735
+ "PREV_RATE_DOWN_PAYMENT_MIN",
736
+ "PREV_RATE_DOWN_PAYMENT_MAX",
737
+ "PREV_RATE_DOWN_PAYMENT_MEAN",
738
+ "PREV_RATE_DOWN_PAYMENT_VAR",
739
+ "PREV_DAYS_DECISION_MIN",
740
+ "PREV_DAYS_DECISION_MAX",
741
+ "PREV_DAYS_DECISION_MEAN",
742
+ "PREV_DAYS_DECISION_SUM",
743
+ "PREV_CNT_PAYMENT_MEAN",
744
+ "PREV_CNT_PAYMENT_SUM",
745
+ "PREV_CNT_PAYMENT_MAX",
746
+ "PREV_CNT_PAYMENT_MIN",
747
+ "PREV_SK_ID_PREV_NUNIQUE",
748
+ "PREV_DAYS_TERMINATION_MAX",
749
+ "PREV_CREDIT_TO_ANNUITY_RATIO_MEAN",
750
+ "PREV_CREDIT_TO_ANNUITY_RATIO_MAX",
751
+ "PREV_APPLICATION_CREDIT_DIFF_MIN",
752
+ "PREV_APPLICATION_CREDIT_DIFF_MAX",
753
+ "PREV_APPLICATION_CREDIT_DIFF_MEAN",
754
+ "PREV_APPLICATION_CREDIT_DIFF_SUM",
755
+ "PREV_DOWN_PAYMENT_TO_CREDIT_MEAN",
756
+ "PREV_PREV_GOODS_DIFF_MEAN",
757
+ "PREV_PREV_GOODS_DIFF_MAX",
758
+ "PREV_PREV_GOODS_DIFF_SUM",
759
+ "PREV_PREV_GOODS_APPL_RATIO_MEAN",
760
+ "PREV_PREV_GOODS_APPL_RATIO_MAX",
761
+ "PREV_DAYS_LAST_DUE_DIFF_MEAN",
762
+ "PREV_DAYS_LAST_DUE_DIFF_MAX",
763
+ "PREV_DAYS_LAST_DUE_DIFF_SUM",
764
+ "PREV_SIMPLE_INTERESTS_MEAN",
765
+ "PREV_SIMPLE_INTERESTS_MAX",
766
+ "PREV_NAME_CONTRACT_TYPE_Cash_loans_MEAN",
767
+ "PREV_NAME_CONTRACT_TYPE_Cash_loans_SUM",
768
+ "PREV_NAME_CONTRACT_TYPE_Consumer_loans_MEAN",
769
+ "PREV_NAME_CONTRACT_TYPE_Consumer_loans_SUM",
770
+ "PREV_NAME_CONTRACT_TYPE_Revolving_loans_MEAN",
771
+ "PREV_NAME_CONTRACT_TYPE_Revolving_loans_SUM",
772
+ "PREV_NAME_CONTRACT_TYPE_XNA_MEAN",
773
+ "PREV_NAME_CONTRACT_TYPE_XNA_SUM",
774
+ "PREV_NAME_CONTRACT_TYPE_nan_MEAN",
775
+ "PREV_NAME_CONTRACT_TYPE_nan_SUM",
776
+ "PREV_WEEKDAY_APPR_PROCESS_START_FRIDAY_MEAN",
777
+ "PREV_WEEKDAY_APPR_PROCESS_START_FRIDAY_SUM",
778
+ "PREV_WEEKDAY_APPR_PROCESS_START_MONDAY_MEAN",
779
+ "PREV_WEEKDAY_APPR_PROCESS_START_MONDAY_SUM",
780
+ "PREV_WEEKDAY_APPR_PROCESS_START_SATURDAY_MEAN",
781
+ "PREV_WEEKDAY_APPR_PROCESS_START_SATURDAY_SUM",
782
+ "PREV_WEEKDAY_APPR_PROCESS_START_SUNDAY_MEAN",
783
+ "PREV_WEEKDAY_APPR_PROCESS_START_SUNDAY_SUM",
784
+ "PREV_WEEKDAY_APPR_PROCESS_START_THURSDAY_MEAN",
785
+ "PREV_WEEKDAY_APPR_PROCESS_START_THURSDAY_SUM",
786
+ "PREV_WEEKDAY_APPR_PROCESS_START_TUESDAY_MEAN",
787
+ "PREV_WEEKDAY_APPR_PROCESS_START_TUESDAY_SUM",
788
+ "PREV_WEEKDAY_APPR_PROCESS_START_WEDNESDAY_MEAN",
789
+ "PREV_WEEKDAY_APPR_PROCESS_START_WEDNESDAY_SUM",
790
+ "PREV_WEEKDAY_APPR_PROCESS_START_nan_MEAN",
791
+ "PREV_WEEKDAY_APPR_PROCESS_START_nan_SUM",
792
+ "PREV_FLAG_LAST_APPL_PER_CONTRACT_N_MEAN",
793
+ "PREV_FLAG_LAST_APPL_PER_CONTRACT_N_SUM",
794
+ "PREV_FLAG_LAST_APPL_PER_CONTRACT_Y_MEAN",
795
+ "PREV_FLAG_LAST_APPL_PER_CONTRACT_Y_SUM",
796
+ "PREV_FLAG_LAST_APPL_PER_CONTRACT_nan_MEAN",
797
+ "PREV_FLAG_LAST_APPL_PER_CONTRACT_nan_SUM",
798
+ "PREV_NAME_CASH_LOAN_PURPOSE_Building_a_house_or_an_annex_MEAN",
799
+ "PREV_NAME_CASH_LOAN_PURPOSE_Building_a_house_or_an_annex_SUM",
800
+ "PREV_NAME_CASH_LOAN_PURPOSE_Business_development_MEAN",
801
+ "PREV_NAME_CASH_LOAN_PURPOSE_Business_development_SUM",
802
+ "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_garage_MEAN",
803
+ "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_garage_SUM",
804
+ "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_holiday_home___land_MEAN",
805
+ "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_holiday_home___land_SUM",
806
+ "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_home_MEAN",
807
+ "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_home_SUM",
808
+ "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_new_car_MEAN",
809
+ "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_new_car_SUM",
810
+ "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_used_car_MEAN",
811
+ "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_used_car_SUM",
812
+ "PREV_NAME_CASH_LOAN_PURPOSE_Car_repairs_MEAN",
813
+ "PREV_NAME_CASH_LOAN_PURPOSE_Car_repairs_SUM",
814
+ "PREV_NAME_CASH_LOAN_PURPOSE_Education_MEAN",
815
+ "PREV_NAME_CASH_LOAN_PURPOSE_Education_SUM",
816
+ "PREV_NAME_CASH_LOAN_PURPOSE_Everyday_expenses_MEAN",
817
+ "PREV_NAME_CASH_LOAN_PURPOSE_Everyday_expenses_SUM",
818
+ "PREV_NAME_CASH_LOAN_PURPOSE_Furniture_MEAN",
819
+ "PREV_NAME_CASH_LOAN_PURPOSE_Furniture_SUM",
820
+ "PREV_NAME_CASH_LOAN_PURPOSE_Gasification___water_supply_MEAN",
821
+ "PREV_NAME_CASH_LOAN_PURPOSE_Gasification___water_supply_SUM",
822
+ "PREV_NAME_CASH_LOAN_PURPOSE_Hobby_MEAN",
823
+ "PREV_NAME_CASH_LOAN_PURPOSE_Hobby_SUM",
824
+ "PREV_NAME_CASH_LOAN_PURPOSE_Journey_MEAN",
825
+ "PREV_NAME_CASH_LOAN_PURPOSE_Journey_SUM",
826
+ "PREV_NAME_CASH_LOAN_PURPOSE_Medicine_MEAN",
827
+ "PREV_NAME_CASH_LOAN_PURPOSE_Medicine_SUM",
828
+ "PREV_NAME_CASH_LOAN_PURPOSE_Money_for_a_third_person_MEAN",
829
+ "PREV_NAME_CASH_LOAN_PURPOSE_Money_for_a_third_person_SUM",
830
+ "PREV_NAME_CASH_LOAN_PURPOSE_Other_MEAN",
831
+ "PREV_NAME_CASH_LOAN_PURPOSE_Other_SUM",
832
+ "PREV_NAME_CASH_LOAN_PURPOSE_Payments_on_other_loans_MEAN",
833
+ "PREV_NAME_CASH_LOAN_PURPOSE_Payments_on_other_loans_SUM",
834
+ "PREV_NAME_CASH_LOAN_PURPOSE_Purchase_of_electronic_equipment_MEAN",
835
+ "PREV_NAME_CASH_LOAN_PURPOSE_Purchase_of_electronic_equipment_SUM",
836
+ "PREV_NAME_CASH_LOAN_PURPOSE_Refusal_to_name_the_goal_MEAN",
837
+ "PREV_NAME_CASH_LOAN_PURPOSE_Refusal_to_name_the_goal_SUM",
838
+ "PREV_NAME_CASH_LOAN_PURPOSE_Repairs_MEAN",
839
+ "PREV_NAME_CASH_LOAN_PURPOSE_Repairs_SUM",
840
+ "PREV_NAME_CASH_LOAN_PURPOSE_Urgent_needs_MEAN",
841
+ "PREV_NAME_CASH_LOAN_PURPOSE_Urgent_needs_SUM",
842
+ "PREV_NAME_CASH_LOAN_PURPOSE_Wedding___gift___holiday_MEAN",
843
+ "PREV_NAME_CASH_LOAN_PURPOSE_Wedding___gift___holiday_SUM",
844
+ "PREV_NAME_CASH_LOAN_PURPOSE_XAP_MEAN",
845
+ "PREV_NAME_CASH_LOAN_PURPOSE_XAP_SUM",
846
+ "PREV_NAME_CASH_LOAN_PURPOSE_XNA_MEAN",
847
+ "PREV_NAME_CASH_LOAN_PURPOSE_XNA_SUM",
848
+ "PREV_NAME_CASH_LOAN_PURPOSE_nan_MEAN",
849
+ "PREV_NAME_CASH_LOAN_PURPOSE_nan_SUM",
850
+ "PREV_NAME_CONTRACT_STATUS_Approved_MEAN",
851
+ "PREV_NAME_CONTRACT_STATUS_Approved_SUM",
852
+ "PREV_NAME_CONTRACT_STATUS_Canceled_MEAN",
853
+ "PREV_NAME_CONTRACT_STATUS_Canceled_SUM",
854
+ "PREV_NAME_CONTRACT_STATUS_Refused_MEAN",
855
+ "PREV_NAME_CONTRACT_STATUS_Refused_SUM",
856
+ "PREV_NAME_CONTRACT_STATUS_Unused_offer_MEAN",
857
+ "PREV_NAME_CONTRACT_STATUS_Unused_offer_SUM",
858
+ "PREV_NAME_CONTRACT_STATUS_nan_MEAN",
859
+ "PREV_NAME_CONTRACT_STATUS_nan_SUM",
860
+ "PREV_NAME_PAYMENT_TYPE_Cash_through_the_bank_MEAN",
861
+ "PREV_NAME_PAYMENT_TYPE_Cash_through_the_bank_SUM",
862
+ "PREV_NAME_PAYMENT_TYPE_Cashless_from_the_account_of_the_employer_MEAN",
863
+ "PREV_NAME_PAYMENT_TYPE_Cashless_from_the_account_of_the_employer_SUM",
864
+ "PREV_NAME_PAYMENT_TYPE_Non_cash_from_your_account_MEAN",
865
+ "PREV_NAME_PAYMENT_TYPE_Non_cash_from_your_account_SUM",
866
+ "PREV_NAME_PAYMENT_TYPE_XNA_MEAN",
867
+ "PREV_NAME_PAYMENT_TYPE_XNA_SUM",
868
+ "PREV_NAME_PAYMENT_TYPE_nan_MEAN",
869
+ "PREV_NAME_PAYMENT_TYPE_nan_SUM",
870
+ "PREV_CODE_REJECT_REASON_CLIENT_MEAN",
871
+ "PREV_CODE_REJECT_REASON_CLIENT_SUM",
872
+ "PREV_CODE_REJECT_REASON_HC_MEAN",
873
+ "PREV_CODE_REJECT_REASON_HC_SUM",
874
+ "PREV_CODE_REJECT_REASON_LIMIT_MEAN",
875
+ "PREV_CODE_REJECT_REASON_LIMIT_SUM",
876
+ "PREV_CODE_REJECT_REASON_SCO_MEAN",
877
+ "PREV_CODE_REJECT_REASON_SCO_SUM",
878
+ "PREV_CODE_REJECT_REASON_SCOFR_MEAN",
879
+ "PREV_CODE_REJECT_REASON_SCOFR_SUM",
880
+ "PREV_CODE_REJECT_REASON_SYSTEM_MEAN",
881
+ "PREV_CODE_REJECT_REASON_SYSTEM_SUM",
882
+ "PREV_CODE_REJECT_REASON_VERIF_MEAN",
883
+ "PREV_CODE_REJECT_REASON_VERIF_SUM",
884
+ "PREV_CODE_REJECT_REASON_XAP_MEAN",
885
+ "PREV_CODE_REJECT_REASON_XAP_SUM",
886
+ "PREV_CODE_REJECT_REASON_XNA_MEAN",
887
+ "PREV_CODE_REJECT_REASON_XNA_SUM",
888
+ "PREV_CODE_REJECT_REASON_nan_MEAN",
889
+ "PREV_CODE_REJECT_REASON_nan_SUM",
890
+ "PREV_NAME_TYPE_SUITE_Children_MEAN",
891
+ "PREV_NAME_TYPE_SUITE_Children_SUM",
892
+ "PREV_NAME_TYPE_SUITE_Family_MEAN",
893
+ "PREV_NAME_TYPE_SUITE_Family_SUM",
894
+ "PREV_NAME_TYPE_SUITE_Group_of_people_MEAN",
895
+ "PREV_NAME_TYPE_SUITE_Group_of_people_SUM",
896
+ "PREV_NAME_TYPE_SUITE_Other_A_MEAN",
897
+ "PREV_NAME_TYPE_SUITE_Other_A_SUM",
898
+ "PREV_NAME_TYPE_SUITE_Other_B_MEAN",
899
+ "PREV_NAME_TYPE_SUITE_Other_B_SUM",
900
+ "PREV_NAME_TYPE_SUITE_Spouse__partner_MEAN",
901
+ "PREV_NAME_TYPE_SUITE_Spouse__partner_SUM",
902
+ "PREV_NAME_TYPE_SUITE_Unaccompanied_MEAN",
903
+ "PREV_NAME_TYPE_SUITE_Unaccompanied_SUM",
904
+ "PREV_NAME_TYPE_SUITE_nan_MEAN",
905
+ "PREV_NAME_TYPE_SUITE_nan_SUM",
906
+ "PREV_NAME_CLIENT_TYPE_New_MEAN",
907
+ "PREV_NAME_CLIENT_TYPE_New_SUM",
908
+ "PREV_NAME_CLIENT_TYPE_Refreshed_MEAN",
909
+ "PREV_NAME_CLIENT_TYPE_Refreshed_SUM",
910
+ "PREV_NAME_CLIENT_TYPE_Repeater_MEAN",
911
+ "PREV_NAME_CLIENT_TYPE_Repeater_SUM",
912
+ "PREV_NAME_CLIENT_TYPE_XNA_MEAN",
913
+ "PREV_NAME_CLIENT_TYPE_XNA_SUM",
914
+ "PREV_NAME_CLIENT_TYPE_nan_MEAN",
915
+ "PREV_NAME_CLIENT_TYPE_nan_SUM",
916
+ "PREV_NAME_GOODS_CATEGORY_Additional_Service_MEAN",
917
+ "PREV_NAME_GOODS_CATEGORY_Additional_Service_SUM",
918
+ "PREV_NAME_GOODS_CATEGORY_Animals_MEAN",
919
+ "PREV_NAME_GOODS_CATEGORY_Animals_SUM",
920
+ "PREV_NAME_GOODS_CATEGORY_Audio_Video_MEAN",
921
+ "PREV_NAME_GOODS_CATEGORY_Audio_Video_SUM",
922
+ "PREV_NAME_GOODS_CATEGORY_Auto_Accessories_MEAN",
923
+ "PREV_NAME_GOODS_CATEGORY_Auto_Accessories_SUM",
924
+ "PREV_NAME_GOODS_CATEGORY_Clothing_and_Accessories_MEAN",
925
+ "PREV_NAME_GOODS_CATEGORY_Clothing_and_Accessories_SUM",
926
+ "PREV_NAME_GOODS_CATEGORY_Computers_MEAN",
927
+ "PREV_NAME_GOODS_CATEGORY_Computers_SUM",
928
+ "PREV_NAME_GOODS_CATEGORY_Construction_Materials_MEAN",
929
+ "PREV_NAME_GOODS_CATEGORY_Construction_Materials_SUM",
930
+ "PREV_NAME_GOODS_CATEGORY_Consumer_Electronics_MEAN",
931
+ "PREV_NAME_GOODS_CATEGORY_Consumer_Electronics_SUM",
932
+ "PREV_NAME_GOODS_CATEGORY_Direct_Sales_MEAN",
933
+ "PREV_NAME_GOODS_CATEGORY_Direct_Sales_SUM",
934
+ "PREV_NAME_GOODS_CATEGORY_Education_MEAN",
935
+ "PREV_NAME_GOODS_CATEGORY_Education_SUM",
936
+ "PREV_NAME_GOODS_CATEGORY_Fitness_MEAN",
937
+ "PREV_NAME_GOODS_CATEGORY_Fitness_SUM",
938
+ "PREV_NAME_GOODS_CATEGORY_Furniture_MEAN",
939
+ "PREV_NAME_GOODS_CATEGORY_Furniture_SUM",
940
+ "PREV_NAME_GOODS_CATEGORY_Gardening_MEAN",
941
+ "PREV_NAME_GOODS_CATEGORY_Gardening_SUM",
942
+ "PREV_NAME_GOODS_CATEGORY_Homewares_MEAN",
943
+ "PREV_NAME_GOODS_CATEGORY_Homewares_SUM",
944
+ "PREV_NAME_GOODS_CATEGORY_House_Construction_MEAN",
945
+ "PREV_NAME_GOODS_CATEGORY_House_Construction_SUM",
946
+ "PREV_NAME_GOODS_CATEGORY_Insurance_MEAN",
947
+ "PREV_NAME_GOODS_CATEGORY_Insurance_SUM",
948
+ "PREV_NAME_GOODS_CATEGORY_Jewelry_MEAN",
949
+ "PREV_NAME_GOODS_CATEGORY_Jewelry_SUM",
950
+ "PREV_NAME_GOODS_CATEGORY_Medical_Supplies_MEAN",
951
+ "PREV_NAME_GOODS_CATEGORY_Medical_Supplies_SUM",
952
+ "PREV_NAME_GOODS_CATEGORY_Medicine_MEAN",
953
+ "PREV_NAME_GOODS_CATEGORY_Medicine_SUM",
954
+ "PREV_NAME_GOODS_CATEGORY_Mobile_MEAN",
955
+ "PREV_NAME_GOODS_CATEGORY_Mobile_SUM",
956
+ "PREV_NAME_GOODS_CATEGORY_Office_Appliances_MEAN",
957
+ "PREV_NAME_GOODS_CATEGORY_Office_Appliances_SUM",
958
+ "PREV_NAME_GOODS_CATEGORY_Other_MEAN",
959
+ "PREV_NAME_GOODS_CATEGORY_Other_SUM",
960
+ "PREV_NAME_GOODS_CATEGORY_Photo___Cinema_Equipment_MEAN",
961
+ "PREV_NAME_GOODS_CATEGORY_Photo___Cinema_Equipment_SUM",
962
+ "PREV_NAME_GOODS_CATEGORY_Sport_and_Leisure_MEAN",
963
+ "PREV_NAME_GOODS_CATEGORY_Sport_and_Leisure_SUM",
964
+ "PREV_NAME_GOODS_CATEGORY_Tourism_MEAN",
965
+ "PREV_NAME_GOODS_CATEGORY_Tourism_SUM",
966
+ "PREV_NAME_GOODS_CATEGORY_Vehicles_MEAN",
967
+ "PREV_NAME_GOODS_CATEGORY_Vehicles_SUM",
968
+ "PREV_NAME_GOODS_CATEGORY_Weapon_MEAN",
969
+ "PREV_NAME_GOODS_CATEGORY_Weapon_SUM",
970
+ "PREV_NAME_GOODS_CATEGORY_XNA_MEAN",
971
+ "PREV_NAME_GOODS_CATEGORY_XNA_SUM",
972
+ "PREV_NAME_GOODS_CATEGORY_nan_MEAN",
973
+ "PREV_NAME_GOODS_CATEGORY_nan_SUM",
974
+ "PREV_NAME_PORTFOLIO_Cards_MEAN",
975
+ "PREV_NAME_PORTFOLIO_Cards_SUM",
976
+ "PREV_NAME_PORTFOLIO_Cars_MEAN",
977
+ "PREV_NAME_PORTFOLIO_Cars_SUM",
978
+ "PREV_NAME_PORTFOLIO_Cash_MEAN",
979
+ "PREV_NAME_PORTFOLIO_Cash_SUM",
980
+ "PREV_NAME_PORTFOLIO_POS_MEAN",
981
+ "PREV_NAME_PORTFOLIO_POS_SUM",
982
+ "PREV_NAME_PORTFOLIO_XNA_MEAN",
983
+ "PREV_NAME_PORTFOLIO_XNA_SUM",
984
+ "PREV_NAME_PORTFOLIO_nan_MEAN",
985
+ "PREV_NAME_PORTFOLIO_nan_SUM",
986
+ "PREV_NAME_PRODUCT_TYPE_XNA_MEAN",
987
+ "PREV_NAME_PRODUCT_TYPE_XNA_SUM",
988
+ "PREV_NAME_PRODUCT_TYPE_walk_in_MEAN",
989
+ "PREV_NAME_PRODUCT_TYPE_walk_in_SUM",
990
+ "PREV_NAME_PRODUCT_TYPE_x_sell_MEAN",
991
+ "PREV_NAME_PRODUCT_TYPE_x_sell_SUM",
992
+ "PREV_NAME_PRODUCT_TYPE_nan_MEAN",
993
+ "PREV_NAME_PRODUCT_TYPE_nan_SUM",
994
+ "PREV_CHANNEL_TYPE_AP___Cash_loan__MEAN",
995
+ "PREV_CHANNEL_TYPE_AP___Cash_loan__SUM",
996
+ "PREV_CHANNEL_TYPE_Car_dealer_MEAN",
997
+ "PREV_CHANNEL_TYPE_Car_dealer_SUM",
998
+ "PREV_CHANNEL_TYPE_Channel_of_corporate_sales_MEAN",
999
+ "PREV_CHANNEL_TYPE_Channel_of_corporate_sales_SUM",
1000
+ "PREV_CHANNEL_TYPE_Contact_center_MEAN",
1001
+ "PREV_CHANNEL_TYPE_Contact_center_SUM",
1002
+ "PREV_CHANNEL_TYPE_Country_wide_MEAN",
1003
+ "PREV_CHANNEL_TYPE_Country_wide_SUM",
1004
+ "PREV_CHANNEL_TYPE_Credit_and_cash_offices_MEAN",
1005
+ "PREV_CHANNEL_TYPE_Credit_and_cash_offices_SUM",
1006
+ "PREV_CHANNEL_TYPE_Regional___Local_MEAN",
1007
+ "PREV_CHANNEL_TYPE_Regional___Local_SUM",
1008
+ "PREV_CHANNEL_TYPE_Stone_MEAN",
1009
+ "PREV_CHANNEL_TYPE_Stone_SUM",
1010
+ "PREV_CHANNEL_TYPE_nan_MEAN",
1011
+ "PREV_CHANNEL_TYPE_nan_SUM",
1012
+ "PREV_NAME_SELLER_INDUSTRY_Auto_technology_MEAN",
1013
+ "PREV_NAME_SELLER_INDUSTRY_Auto_technology_SUM",
1014
+ "PREV_NAME_SELLER_INDUSTRY_Clothing_MEAN",
1015
+ "PREV_NAME_SELLER_INDUSTRY_Clothing_SUM",
1016
+ "PREV_NAME_SELLER_INDUSTRY_Connectivity_MEAN",
1017
+ "PREV_NAME_SELLER_INDUSTRY_Connectivity_SUM",
1018
+ "PREV_NAME_SELLER_INDUSTRY_Construction_MEAN",
1019
+ "PREV_NAME_SELLER_INDUSTRY_Construction_SUM",
1020
+ "PREV_NAME_SELLER_INDUSTRY_Consumer_electronics_MEAN",
1021
+ "PREV_NAME_SELLER_INDUSTRY_Consumer_electronics_SUM",
1022
+ "PREV_NAME_SELLER_INDUSTRY_Furniture_MEAN",
1023
+ "PREV_NAME_SELLER_INDUSTRY_Furniture_SUM",
1024
+ "PREV_NAME_SELLER_INDUSTRY_Industry_MEAN",
1025
+ "PREV_NAME_SELLER_INDUSTRY_Industry_SUM",
1026
+ "PREV_NAME_SELLER_INDUSTRY_Jewelry_MEAN",
1027
+ "PREV_NAME_SELLER_INDUSTRY_Jewelry_SUM",
1028
+ "PREV_NAME_SELLER_INDUSTRY_MLM_partners_MEAN",
1029
+ "PREV_NAME_SELLER_INDUSTRY_MLM_partners_SUM",
1030
+ "PREV_NAME_SELLER_INDUSTRY_Tourism_MEAN",
1031
+ "PREV_NAME_SELLER_INDUSTRY_Tourism_SUM",
1032
+ "PREV_NAME_SELLER_INDUSTRY_XNA_MEAN",
1033
+ "PREV_NAME_SELLER_INDUSTRY_XNA_SUM",
1034
+ "PREV_NAME_SELLER_INDUSTRY_nan_MEAN",
1035
+ "PREV_NAME_SELLER_INDUSTRY_nan_SUM",
1036
+ "PREV_NAME_YIELD_GROUP_XNA_MEAN",
1037
+ "PREV_NAME_YIELD_GROUP_XNA_SUM",
1038
+ "PREV_NAME_YIELD_GROUP_high_MEAN",
1039
+ "PREV_NAME_YIELD_GROUP_high_SUM",
1040
+ "PREV_NAME_YIELD_GROUP_low_action_MEAN",
1041
+ "PREV_NAME_YIELD_GROUP_low_action_SUM",
1042
+ "PREV_NAME_YIELD_GROUP_low_normal_MEAN",
1043
+ "PREV_NAME_YIELD_GROUP_low_normal_SUM",
1044
+ "PREV_NAME_YIELD_GROUP_middle_MEAN",
1045
+ "PREV_NAME_YIELD_GROUP_middle_SUM",
1046
+ "PREV_NAME_YIELD_GROUP_nan_MEAN",
1047
+ "PREV_NAME_YIELD_GROUP_nan_SUM",
1048
+ "PREV_PRODUCT_COMBINATION_Card_Street_MEAN",
1049
+ "PREV_PRODUCT_COMBINATION_Card_Street_SUM",
1050
+ "PREV_PRODUCT_COMBINATION_Card_X_Sell_MEAN",
1051
+ "PREV_PRODUCT_COMBINATION_Card_X_Sell_SUM",
1052
+ "PREV_PRODUCT_COMBINATION_Cash_MEAN",
1053
+ "PREV_PRODUCT_COMBINATION_Cash_SUM",
1054
+ "PREV_PRODUCT_COMBINATION_Cash_Street__high_MEAN",
1055
+ "PREV_PRODUCT_COMBINATION_Cash_Street__high_SUM",
1056
+ "PREV_PRODUCT_COMBINATION_Cash_Street__low_MEAN",
1057
+ "PREV_PRODUCT_COMBINATION_Cash_Street__low_SUM",
1058
+ "PREV_PRODUCT_COMBINATION_Cash_Street__middle_MEAN",
1059
+ "PREV_PRODUCT_COMBINATION_Cash_Street__middle_SUM",
1060
+ "PREV_PRODUCT_COMBINATION_Cash_X_Sell__high_MEAN",
1061
+ "PREV_PRODUCT_COMBINATION_Cash_X_Sell__high_SUM",
1062
+ "PREV_PRODUCT_COMBINATION_Cash_X_Sell__low_MEAN",
1063
+ "PREV_PRODUCT_COMBINATION_Cash_X_Sell__low_SUM",
1064
+ "PREV_PRODUCT_COMBINATION_Cash_X_Sell__middle_MEAN",
1065
+ "PREV_PRODUCT_COMBINATION_Cash_X_Sell__middle_SUM",
1066
+ "PREV_PRODUCT_COMBINATION_POS_household_with_interest_MEAN",
1067
+ "PREV_PRODUCT_COMBINATION_POS_household_with_interest_SUM",
1068
+ "PREV_PRODUCT_COMBINATION_POS_household_without_interest_MEAN",
1069
+ "PREV_PRODUCT_COMBINATION_POS_household_without_interest_SUM",
1070
+ "PREV_PRODUCT_COMBINATION_POS_industry_with_interest_MEAN",
1071
+ "PREV_PRODUCT_COMBINATION_POS_industry_with_interest_SUM",
1072
+ "PREV_PRODUCT_COMBINATION_POS_industry_without_interest_MEAN",
1073
+ "PREV_PRODUCT_COMBINATION_POS_industry_without_interest_SUM",
1074
+ "PREV_PRODUCT_COMBINATION_POS_mobile_with_interest_MEAN",
1075
+ "PREV_PRODUCT_COMBINATION_POS_mobile_with_interest_SUM",
1076
+ "PREV_PRODUCT_COMBINATION_POS_mobile_without_interest_MEAN",
1077
+ "PREV_PRODUCT_COMBINATION_POS_mobile_without_interest_SUM",
1078
+ "PREV_PRODUCT_COMBINATION_POS_other_with_interest_MEAN",
1079
+ "PREV_PRODUCT_COMBINATION_POS_other_with_interest_SUM",
1080
+ "PREV_PRODUCT_COMBINATION_POS_others_without_interest_MEAN",
1081
+ "PREV_PRODUCT_COMBINATION_POS_others_without_interest_SUM",
1082
+ "PREV_PRODUCT_COMBINATION_nan_MEAN",
1083
+ "PREV_PRODUCT_COMBINATION_nan_SUM",
1084
+ "APPROVED_AMT_ANNUITY_MIN",
1085
+ "APPROVED_AMT_ANNUITY_MAX",
1086
+ "APPROVED_AMT_ANNUITY_MEAN",
1087
+ "APPROVED_AMT_ANNUITY_SUM",
1088
+ "APPROVED_AMT_ANNUITY_VAR",
1089
+ "APPROVED_AMT_APPLICATION_MIN",
1090
+ "APPROVED_AMT_APPLICATION_MAX",
1091
+ "APPROVED_AMT_APPLICATION_MEAN",
1092
+ "APPROVED_AMT_APPLICATION_SUM",
1093
+ "APPROVED_AMT_CREDIT_MIN",
1094
+ "APPROVED_AMT_CREDIT_MAX",
1095
+ "APPROVED_AMT_CREDIT_MEAN",
1096
+ "APPROVED_AMT_CREDIT_SUM",
1097
+ "APPROVED_APP_CREDIT_PERC_MIN",
1098
+ "APPROVED_APP_CREDIT_PERC_MAX",
1099
+ "APPROVED_APP_CREDIT_PERC_MEAN",
1100
+ "APPROVED_APP_CREDIT_PERC_VAR",
1101
+ "APPROVED_AMT_DOWN_PAYMENT_MIN",
1102
+ "APPROVED_AMT_DOWN_PAYMENT_MAX",
1103
+ "APPROVED_AMT_DOWN_PAYMENT_MEAN",
1104
+ "APPROVED_AMT_DOWN_PAYMENT_SUM",
1105
+ "APPROVED_AMT_GOODS_PRICE_MIN",
1106
+ "APPROVED_AMT_GOODS_PRICE_MAX",
1107
+ "APPROVED_AMT_GOODS_PRICE_MEAN",
1108
+ "APPROVED_AMT_GOODS_PRICE_SUM",
1109
+ "APPROVED_HOUR_APPR_PROCESS_START_MIN",
1110
+ "APPROVED_HOUR_APPR_PROCESS_START_MAX",
1111
+ "APPROVED_HOUR_APPR_PROCESS_START_MEAN",
1112
+ "APPROVED_RATE_DOWN_PAYMENT_MIN",
1113
+ "APPROVED_RATE_DOWN_PAYMENT_MAX",
1114
+ "APPROVED_RATE_DOWN_PAYMENT_MEAN",
1115
+ "APPROVED_RATE_DOWN_PAYMENT_VAR",
1116
+ "APPROVED_DAYS_DECISION_MIN",
1117
+ "APPROVED_DAYS_DECISION_MAX",
1118
+ "APPROVED_DAYS_DECISION_MEAN",
1119
+ "APPROVED_DAYS_DECISION_SUM",
1120
+ "APPROVED_CNT_PAYMENT_MEAN",
1121
+ "APPROVED_CNT_PAYMENT_SUM",
1122
+ "APPROVED_CNT_PAYMENT_MAX",
1123
+ "APPROVED_CNT_PAYMENT_MIN",
1124
+ "APPROVED_SK_ID_PREV_NUNIQUE",
1125
+ "APPROVED_DAYS_TERMINATION_MAX",
1126
+ "APPROVED_CREDIT_TO_ANNUITY_RATIO_MEAN",
1127
+ "APPROVED_CREDIT_TO_ANNUITY_RATIO_MAX",
1128
+ "APPROVED_APPLICATION_CREDIT_DIFF_MIN",
1129
+ "APPROVED_APPLICATION_CREDIT_DIFF_MAX",
1130
+ "APPROVED_APPLICATION_CREDIT_DIFF_MEAN",
1131
+ "APPROVED_APPLICATION_CREDIT_DIFF_SUM",
1132
+ "APPROVED_DOWN_PAYMENT_TO_CREDIT_MEAN",
1133
+ "APPROVED_PREV_GOODS_DIFF_MEAN",
1134
+ "APPROVED_PREV_GOODS_DIFF_MAX",
1135
+ "APPROVED_PREV_GOODS_DIFF_SUM",
1136
+ "APPROVED_PREV_GOODS_APPL_RATIO_MEAN",
1137
+ "APPROVED_PREV_GOODS_APPL_RATIO_MAX",
1138
+ "APPROVED_DAYS_LAST_DUE_DIFF_MEAN",
1139
+ "APPROVED_DAYS_LAST_DUE_DIFF_MAX",
1140
+ "APPROVED_DAYS_LAST_DUE_DIFF_SUM",
1141
+ "APPROVED_SIMPLE_INTERESTS_MEAN",
1142
+ "APPROVED_SIMPLE_INTERESTS_MAX",
1143
+ "REFUSED_AMT_ANNUITY_MIN",
1144
+ "REFUSED_AMT_ANNUITY_MAX",
1145
+ "REFUSED_AMT_ANNUITY_MEAN",
1146
+ "REFUSED_AMT_ANNUITY_SUM",
1147
+ "REFUSED_AMT_ANNUITY_VAR",
1148
+ "REFUSED_AMT_APPLICATION_MIN",
1149
+ "REFUSED_AMT_APPLICATION_MAX",
1150
+ "REFUSED_AMT_APPLICATION_MEAN",
1151
+ "REFUSED_AMT_APPLICATION_SUM",
1152
+ "REFUSED_AMT_CREDIT_MIN",
1153
+ "REFUSED_AMT_CREDIT_MAX",
1154
+ "REFUSED_AMT_CREDIT_MEAN",
1155
+ "REFUSED_AMT_CREDIT_SUM",
1156
+ "REFUSED_APP_CREDIT_PERC_MIN",
1157
+ "REFUSED_APP_CREDIT_PERC_MAX",
1158
+ "REFUSED_APP_CREDIT_PERC_MEAN",
1159
+ "REFUSED_APP_CREDIT_PERC_VAR",
1160
+ "REFUSED_AMT_DOWN_PAYMENT_MIN",
1161
+ "REFUSED_AMT_DOWN_PAYMENT_MAX",
1162
+ "REFUSED_AMT_DOWN_PAYMENT_MEAN",
1163
+ "REFUSED_AMT_DOWN_PAYMENT_SUM",
1164
+ "REFUSED_AMT_GOODS_PRICE_MIN",
1165
+ "REFUSED_AMT_GOODS_PRICE_MAX",
1166
+ "REFUSED_AMT_GOODS_PRICE_MEAN",
1167
+ "REFUSED_AMT_GOODS_PRICE_SUM",
1168
+ "REFUSED_HOUR_APPR_PROCESS_START_MIN",
1169
+ "REFUSED_HOUR_APPR_PROCESS_START_MAX",
1170
+ "REFUSED_HOUR_APPR_PROCESS_START_MEAN",
1171
+ "REFUSED_RATE_DOWN_PAYMENT_MIN",
1172
+ "REFUSED_RATE_DOWN_PAYMENT_MAX",
1173
+ "REFUSED_RATE_DOWN_PAYMENT_MEAN",
1174
+ "REFUSED_RATE_DOWN_PAYMENT_VAR",
1175
+ "REFUSED_DAYS_DECISION_MIN",
1176
+ "REFUSED_DAYS_DECISION_MAX",
1177
+ "REFUSED_DAYS_DECISION_MEAN",
1178
+ "REFUSED_DAYS_DECISION_SUM",
1179
+ "REFUSED_CNT_PAYMENT_MEAN",
1180
+ "REFUSED_CNT_PAYMENT_SUM",
1181
+ "REFUSED_CNT_PAYMENT_MAX",
1182
+ "REFUSED_CNT_PAYMENT_MIN",
1183
+ "REFUSED_SK_ID_PREV_NUNIQUE",
1184
+ "REFUSED_CREDIT_TO_ANNUITY_RATIO_MEAN",
1185
+ "REFUSED_CREDIT_TO_ANNUITY_RATIO_MAX",
1186
+ "REFUSED_APPLICATION_CREDIT_DIFF_MIN",
1187
+ "REFUSED_APPLICATION_CREDIT_DIFF_MAX",
1188
+ "REFUSED_APPLICATION_CREDIT_DIFF_MEAN",
1189
+ "REFUSED_APPLICATION_CREDIT_DIFF_SUM",
1190
+ "REFUSED_DOWN_PAYMENT_TO_CREDIT_MEAN",
1191
+ "REFUSED_PREV_GOODS_DIFF_MEAN",
1192
+ "REFUSED_PREV_GOODS_DIFF_MAX",
1193
+ "REFUSED_PREV_GOODS_DIFF_SUM",
1194
+ "REFUSED_PREV_GOODS_APPL_RATIO_MEAN",
1195
+ "REFUSED_PREV_GOODS_APPL_RATIO_MAX",
1196
+ "REFUSED_DAYS_LAST_DUE_DIFF_SUM",
1197
+ "REFUSED_SIMPLE_INTERESTS_MEAN",
1198
+ "REFUSED_SIMPLE_INTERESTS_MAX",
1199
+ "PREV_COUNT",
1200
+ "index",
1201
+ "POS_MONTHS_BALANCE_MAX",
1202
+ "POS_MONTHS_BALANCE_MEAN",
1203
+ "POS_MONTHS_BALANCE_SIZE",
1204
+ "POS_MONTHS_BALANCE_MIN",
1205
+ "POS_MONTHS_BALANCE_VAR",
1206
+ "POS_SK_DPD_MAX",
1207
+ "POS_SK_DPD_MEAN",
1208
+ "POS_SK_DPD_SUM",
1209
+ "POS_SK_DPD_MIN",
1210
+ "POS_SK_DPD_VAR",
1211
+ "POS_SK_DPD_DEF_MAX",
1212
+ "POS_SK_DPD_DEF_MEAN",
1213
+ "POS_SK_DPD_DEF_SUM",
1214
+ "POS_SK_DPD_DEF_MIN",
1215
+ "POS_SK_DPD_DEF_VAR",
1216
+ "POS_SK_ID_PREV_NUNIQUE",
1217
+ "POS_TUANANH_POS_LATE_PAYMENT_MEAN",
1218
+ "POS_CNT_INSTALMENT_MIN",
1219
+ "POS_CNT_INSTALMENT_MAX",
1220
+ "POS_CNT_INSTALMENT_MEAN",
1221
+ "POS_CNT_INSTALMENT_SUM",
1222
+ "POS_CNT_INSTALMENT_FUTURE_MIN",
1223
+ "POS_CNT_INSTALMENT_FUTURE_MAX",
1224
+ "POS_CNT_INSTALMENT_FUTURE_MEAN",
1225
+ "POS_CNT_INSTALMENT_FUTURE_SUM",
1226
+ "POS_TUANANH_POS_IS_DPD_MEAN",
1227
+ "POS_TUANANH_POS_IS_DPD_SUM",
1228
+ "POS_TUANANH_POS_IS_DPD_UNDER_120_MEAN",
1229
+ "POS_TUANANH_POS_IS_DPD_UNDER_120_SUM",
1230
+ "POS_TUANANH_POS_IS_DPD_OVER_120_MEAN",
1231
+ "POS_TUANANH_POS_IS_DPD_OVER_120_SUM",
1232
+ "POS_NAME_CONTRACT_STATUS_Active_MEAN",
1233
+ "POS_NAME_CONTRACT_STATUS_Active_SUM",
1234
+ "POS_NAME_CONTRACT_STATUS_Amortized_debt_MEAN",
1235
+ "POS_NAME_CONTRACT_STATUS_Amortized_debt_SUM",
1236
+ "POS_NAME_CONTRACT_STATUS_Approved_MEAN",
1237
+ "POS_NAME_CONTRACT_STATUS_Approved_SUM",
1238
+ "POS_NAME_CONTRACT_STATUS_Canceled_MEAN",
1239
+ "POS_NAME_CONTRACT_STATUS_Canceled_SUM",
1240
+ "POS_NAME_CONTRACT_STATUS_Completed_MEAN",
1241
+ "POS_NAME_CONTRACT_STATUS_Completed_SUM",
1242
+ "POS_NAME_CONTRACT_STATUS_Demand_MEAN",
1243
+ "POS_NAME_CONTRACT_STATUS_Demand_SUM",
1244
+ "POS_NAME_CONTRACT_STATUS_Returned_to_the_store_MEAN",
1245
+ "POS_NAME_CONTRACT_STATUS_Returned_to_the_store_SUM",
1246
+ "POS_NAME_CONTRACT_STATUS_Signed_MEAN",
1247
+ "POS_NAME_CONTRACT_STATUS_Signed_SUM",
1248
+ "POS_NAME_CONTRACT_STATUS_XNA_MEAN",
1249
+ "POS_NAME_CONTRACT_STATUS_XNA_SUM",
1250
+ "POS_NAME_CONTRACT_STATUS_nan_MEAN",
1251
+ "POS_NAME_CONTRACT_STATUS_nan_SUM",
1252
+ "POS_COUNT",
1253
+ "POS_LOAN_COMPLETED_MEAN",
1254
+ "POS_COMPLETED_BEFORE_MEAN",
1255
+ "POS_REMAINING_INSTALMENTS",
1256
+ "POS_REMAINING_INSTALMENTS_RATIO",
1257
+ "TUANANH_POS_LATE_PAYMENT_SUM_PREV",
1258
+ "CC_MONTHS_BALANCE_MIN",
1259
+ "CC_MONTHS_BALANCE_MAX",
1260
+ "CC_MONTHS_BALANCE_MEAN",
1261
+ "CC_MONTHS_BALANCE_SUM",
1262
+ "CC_MONTHS_BALANCE_VAR",
1263
+ "CC_AMT_BALANCE_MIN",
1264
+ "CC_AMT_BALANCE_MAX",
1265
+ "CC_AMT_BALANCE_MEAN",
1266
+ "CC_AMT_BALANCE_SUM",
1267
+ "CC_AMT_BALANCE_VAR",
1268
+ "CC_AMT_CREDIT_LIMIT_ACTUAL_MIN",
1269
+ "CC_AMT_CREDIT_LIMIT_ACTUAL_MAX",
1270
+ "CC_AMT_CREDIT_LIMIT_ACTUAL_MEAN",
1271
+ "CC_AMT_CREDIT_LIMIT_ACTUAL_SUM",
1272
+ "CC_AMT_CREDIT_LIMIT_ACTUAL_VAR",
1273
+ "CC_AMT_DRAWINGS_ATM_CURRENT_MIN",
1274
+ "CC_AMT_DRAWINGS_ATM_CURRENT_MAX",
1275
+ "CC_AMT_DRAWINGS_ATM_CURRENT_MEAN",
1276
+ "CC_AMT_DRAWINGS_ATM_CURRENT_SUM",
1277
+ "CC_AMT_DRAWINGS_ATM_CURRENT_VAR",
1278
+ "CC_AMT_DRAWINGS_CURRENT_MIN",
1279
+ "CC_AMT_DRAWINGS_CURRENT_MAX",
1280
+ "CC_AMT_DRAWINGS_CURRENT_MEAN",
1281
+ "CC_AMT_DRAWINGS_CURRENT_SUM",
1282
+ "CC_AMT_DRAWINGS_CURRENT_VAR",
1283
+ "CC_AMT_DRAWINGS_OTHER_CURRENT_MIN",
1284
+ "CC_AMT_DRAWINGS_OTHER_CURRENT_MAX",
1285
+ "CC_AMT_DRAWINGS_OTHER_CURRENT_MEAN",
1286
+ "CC_AMT_DRAWINGS_OTHER_CURRENT_SUM",
1287
+ "CC_AMT_DRAWINGS_OTHER_CURRENT_VAR",
1288
+ "CC_AMT_DRAWINGS_POS_CURRENT_MIN",
1289
+ "CC_AMT_DRAWINGS_POS_CURRENT_MAX",
1290
+ "CC_AMT_DRAWINGS_POS_CURRENT_MEAN",
1291
+ "CC_AMT_DRAWINGS_POS_CURRENT_SUM",
1292
+ "CC_AMT_DRAWINGS_POS_CURRENT_VAR",
1293
+ "CC_AMT_INST_MIN_REGULARITY_MIN",
1294
+ "CC_AMT_INST_MIN_REGULARITY_MAX",
1295
+ "CC_AMT_INST_MIN_REGULARITY_MEAN",
1296
+ "CC_AMT_INST_MIN_REGULARITY_SUM",
1297
+ "CC_AMT_INST_MIN_REGULARITY_VAR",
1298
+ "CC_AMT_PAYMENT_CURRENT_MIN",
1299
+ "CC_AMT_PAYMENT_CURRENT_MAX",
1300
+ "CC_AMT_PAYMENT_CURRENT_MEAN",
1301
+ "CC_AMT_PAYMENT_CURRENT_SUM",
1302
+ "CC_AMT_PAYMENT_CURRENT_VAR",
1303
+ "CC_AMT_PAYMENT_TOTAL_CURRENT_MIN",
1304
+ "CC_AMT_PAYMENT_TOTAL_CURRENT_MAX",
1305
+ "CC_AMT_PAYMENT_TOTAL_CURRENT_MEAN",
1306
+ "CC_AMT_PAYMENT_TOTAL_CURRENT_SUM",
1307
+ "CC_AMT_PAYMENT_TOTAL_CURRENT_VAR",
1308
+ "CC_AMT_RECEIVABLE_PRINCIPAL_MIN",
1309
+ "CC_AMT_RECEIVABLE_PRINCIPAL_MAX",
1310
+ "CC_AMT_RECEIVABLE_PRINCIPAL_MEAN",
1311
+ "CC_AMT_RECEIVABLE_PRINCIPAL_SUM",
1312
+ "CC_AMT_RECEIVABLE_PRINCIPAL_VAR",
1313
+ "CC_AMT_RECIVABLE_MIN",
1314
+ "CC_AMT_RECIVABLE_MAX",
1315
+ "CC_AMT_RECIVABLE_MEAN",
1316
+ "CC_AMT_RECIVABLE_SUM",
1317
+ "CC_AMT_RECIVABLE_VAR",
1318
+ "CC_AMT_TOTAL_RECEIVABLE_MIN",
1319
+ "CC_AMT_TOTAL_RECEIVABLE_MAX",
1320
+ "CC_AMT_TOTAL_RECEIVABLE_MEAN",
1321
+ "CC_AMT_TOTAL_RECEIVABLE_SUM",
1322
+ "CC_AMT_TOTAL_RECEIVABLE_VAR",
1323
+ "CC_CNT_DRAWINGS_ATM_CURRENT_MIN",
1324
+ "CC_CNT_DRAWINGS_ATM_CURRENT_MAX",
1325
+ "CC_CNT_DRAWINGS_ATM_CURRENT_MEAN",
1326
+ "CC_CNT_DRAWINGS_ATM_CURRENT_SUM",
1327
+ "CC_CNT_DRAWINGS_ATM_CURRENT_VAR",
1328
+ "CC_CNT_DRAWINGS_CURRENT_MIN",
1329
+ "CC_CNT_DRAWINGS_CURRENT_MAX",
1330
+ "CC_CNT_DRAWINGS_CURRENT_MEAN",
1331
+ "CC_CNT_DRAWINGS_CURRENT_SUM",
1332
+ "CC_CNT_DRAWINGS_CURRENT_VAR",
1333
+ "CC_CNT_DRAWINGS_OTHER_CURRENT_MIN",
1334
+ "CC_CNT_DRAWINGS_OTHER_CURRENT_MAX",
1335
+ "CC_CNT_DRAWINGS_OTHER_CURRENT_MEAN",
1336
+ "CC_CNT_DRAWINGS_OTHER_CURRENT_SUM",
1337
+ "CC_CNT_DRAWINGS_OTHER_CURRENT_VAR",
1338
+ "CC_CNT_DRAWINGS_POS_CURRENT_MIN",
1339
+ "CC_CNT_DRAWINGS_POS_CURRENT_MAX",
1340
+ "CC_CNT_DRAWINGS_POS_CURRENT_MEAN",
1341
+ "CC_CNT_DRAWINGS_POS_CURRENT_SUM",
1342
+ "CC_CNT_DRAWINGS_POS_CURRENT_VAR",
1343
+ "CC_CNT_INSTALMENT_MATURE_CUM_MIN",
1344
+ "CC_CNT_INSTALMENT_MATURE_CUM_MAX",
1345
+ "CC_CNT_INSTALMENT_MATURE_CUM_MEAN",
1346
+ "CC_CNT_INSTALMENT_MATURE_CUM_SUM",
1347
+ "CC_CNT_INSTALMENT_MATURE_CUM_VAR",
1348
+ "CC_SK_DPD_MIN",
1349
+ "CC_SK_DPD_MAX",
1350
+ "CC_SK_DPD_MEAN",
1351
+ "CC_SK_DPD_SUM",
1352
+ "CC_SK_DPD_VAR",
1353
+ "CC_SK_DPD_DEF_MIN",
1354
+ "CC_SK_DPD_DEF_MAX",
1355
+ "CC_SK_DPD_DEF_MEAN",
1356
+ "CC_SK_DPD_DEF_SUM",
1357
+ "CC_SK_DPD_DEF_VAR",
1358
+ "CC_LIMIT_USE_MIN",
1359
+ "CC_LIMIT_USE_MAX",
1360
+ "CC_LIMIT_USE_MEAN",
1361
+ "CC_LIMIT_USE_SUM",
1362
+ "CC_LIMIT_USE_VAR",
1363
+ "CC_PAYMENT_DIV_MIN_MIN",
1364
+ "CC_PAYMENT_DIV_MIN_MAX",
1365
+ "CC_PAYMENT_DIV_MIN_MEAN",
1366
+ "CC_PAYMENT_DIV_MIN_SUM",
1367
+ "CC_PAYMENT_DIV_MIN_VAR",
1368
+ "CC_LATE_PAYMENT_MIN",
1369
+ "CC_LATE_PAYMENT_MAX",
1370
+ "CC_LATE_PAYMENT_MEAN",
1371
+ "CC_LATE_PAYMENT_SUM",
1372
+ "CC_LATE_PAYMENT_VAR",
1373
+ "CC_DRAWING_LIMIT_RATIO_MIN",
1374
+ "CC_DRAWING_LIMIT_RATIO_MAX",
1375
+ "CC_DRAWING_LIMIT_RATIO_MEAN",
1376
+ "CC_DRAWING_LIMIT_RATIO_SUM",
1377
+ "CC_DRAWING_LIMIT_RATIO_VAR",
1378
+ "CC_CARD_IS_DPD_UNDER_120_MIN",
1379
+ "CC_CARD_IS_DPD_UNDER_120_MAX",
1380
+ "CC_CARD_IS_DPD_UNDER_120_MEAN",
1381
+ "CC_CARD_IS_DPD_UNDER_120_SUM",
1382
+ "CC_CARD_IS_DPD_UNDER_120_VAR",
1383
+ "CC_CARD_IS_DPD_OVER_120_MIN",
1384
+ "CC_CARD_IS_DPD_OVER_120_MAX",
1385
+ "CC_CARD_IS_DPD_OVER_120_MEAN",
1386
+ "CC_CARD_IS_DPD_OVER_120_SUM",
1387
+ "CC_CARD_IS_DPD_OVER_120_VAR",
1388
+ "CC_TUANANH_CC_BALANCE_LIMIT_RATIO_MIN",
1389
+ "CC_TUANANH_CC_BALANCE_LIMIT_RATIO_MAX",
1390
+ "CC_TUANANH_CC_BALANCE_LIMIT_RATIO_MEAN",
1391
+ "CC_TUANANH_CC_BALANCE_LIMIT_RATIO_SUM",
1392
+ "CC_TUANANH_CC_BALANCE_LIMIT_RATIO_VAR",
1393
+ "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MIN",
1394
+ "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MAX",
1395
+ "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MEAN",
1396
+ "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_SUM",
1397
+ "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_VAR",
1398
+ "CC_TUANANH_CC_TOTAL_RECEIVABLE_LIMIT_RATIO_MIN",
1399
+ "CC_TUANANH_CC_TOTAL_RECEIVABLE_LIMIT_RATIO_MAX",
1400
+ "CC_TUANANH_CC_TOTAL_RECEIVABLE_LIMIT_RATIO_MEAN",
1401
+ "CC_TUANANH_CC_TOTAL_RECEIVABLE_LIMIT_RATIO_SUM",
1402
+ "CC_TUANANH_CC_TOTAL_RECEIVABLE_LIMIT_RATIO_VAR",
1403
+ "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MIN",
1404
+ "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MAX",
1405
+ "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MEAN",
1406
+ "CC_TUANANH_CC_MIN_PAYMENT_RATIO_SUM",
1407
+ "CC_TUANANH_CC_MIN_PAYMENT_RATIO_VAR",
1408
+ "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MIN",
1409
+ "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MAX",
1410
+ "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MEAN",
1411
+ "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_SUM",
1412
+ "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_VAR",
1413
+ "CC_NAME_CONTRACT_STATUS_Active_MEAN",
1414
+ "CC_NAME_CONTRACT_STATUS_Active_SUM",
1415
+ "CC_NAME_CONTRACT_STATUS_Active_VAR",
1416
+ "CC_NAME_CONTRACT_STATUS_Approved_MEAN",
1417
+ "CC_NAME_CONTRACT_STATUS_Approved_SUM",
1418
+ "CC_NAME_CONTRACT_STATUS_Approved_VAR",
1419
+ "CC_NAME_CONTRACT_STATUS_Completed_MEAN",
1420
+ "CC_NAME_CONTRACT_STATUS_Completed_SUM",
1421
+ "CC_NAME_CONTRACT_STATUS_Completed_VAR",
1422
+ "CC_NAME_CONTRACT_STATUS_Demand_MEAN",
1423
+ "CC_NAME_CONTRACT_STATUS_Demand_SUM",
1424
+ "CC_NAME_CONTRACT_STATUS_Demand_VAR",
1425
+ "CC_NAME_CONTRACT_STATUS_Refused_MEAN",
1426
+ "CC_NAME_CONTRACT_STATUS_Refused_SUM",
1427
+ "CC_NAME_CONTRACT_STATUS_Refused_VAR",
1428
+ "CC_NAME_CONTRACT_STATUS_Sent_proposal_MEAN",
1429
+ "CC_NAME_CONTRACT_STATUS_Sent_proposal_SUM",
1430
+ "CC_NAME_CONTRACT_STATUS_Sent_proposal_VAR",
1431
+ "CC_NAME_CONTRACT_STATUS_Signed_MEAN",
1432
+ "CC_NAME_CONTRACT_STATUS_Signed_SUM",
1433
+ "CC_NAME_CONTRACT_STATUS_Signed_VAR",
1434
+ "CC_NAME_CONTRACT_STATUS_nan_MEAN",
1435
+ "CC_NAME_CONTRACT_STATUS_nan_SUM",
1436
+ "CC_NAME_CONTRACT_STATUS_nan_VAR",
1437
+ "CC_COUNT",
1438
+ "CC_LAST_AMT_BALANCE_MEAN",
1439
+ "CC_LAST_AMT_BALANCE_MAX",
1440
+ "CC_12M_AMT_BALANCE_MEAN",
1441
+ "CC_12M_AMT_BALANCE_MAX",
1442
+ "CC_12M_AMT_CREDIT_LIMIT_ACTUAL_MAX",
1443
+ "CC_12M_AMT_CREDIT_LIMIT_ACTUAL_MEAN",
1444
+ "CC_12M_AMT_DRAWINGS_ATM_CURRENT_MAX",
1445
+ "CC_12M_AMT_DRAWINGS_ATM_CURRENT_SUM",
1446
+ "CC_12M_AMT_DRAWINGS_ATM_CURRENT_MEAN",
1447
+ "CC_12M_AMT_DRAWINGS_CURRENT_MAX",
1448
+ "CC_12M_AMT_DRAWINGS_CURRENT_SUM",
1449
+ "CC_12M_AMT_DRAWINGS_CURRENT_MEAN",
1450
+ "CC_12M_AMT_DRAWINGS_POS_CURRENT_MAX",
1451
+ "CC_12M_AMT_DRAWINGS_POS_CURRENT_SUM",
1452
+ "CC_12M_AMT_DRAWINGS_POS_CURRENT_MEAN",
1453
+ "CC_12M_AMT_INST_MIN_REGULARITY_MAX",
1454
+ "CC_12M_AMT_INST_MIN_REGULARITY_MEAN",
1455
+ "CC_12M_AMT_INST_MIN_REGULARITY_SUM",
1456
+ "CC_12M_AMT_PAYMENT_TOTAL_CURRENT_MAX",
1457
+ "CC_12M_AMT_PAYMENT_TOTAL_CURRENT_SUM",
1458
+ "CC_12M_AMT_PAYMENT_TOTAL_CURRENT_MEAN",
1459
+ "CC_12M_AMT_TOTAL_RECEIVABLE_MAX",
1460
+ "CC_12M_AMT_TOTAL_RECEIVABLE_MEAN",
1461
+ "CC_12M_AMT_TOTAL_RECEIVABLE_SUM",
1462
+ "CC_12M_CNT_DRAWINGS_ATM_CURRENT_MAX",
1463
+ "CC_12M_CNT_DRAWINGS_ATM_CURRENT_SUM",
1464
+ "CC_12M_CNT_DRAWINGS_ATM_CURRENT_MEAN",
1465
+ "CC_12M_CNT_DRAWINGS_CURRENT_MAX",
1466
+ "CC_12M_CNT_DRAWINGS_CURRENT_MEAN",
1467
+ "CC_12M_CNT_DRAWINGS_CURRENT_SUM",
1468
+ "CC_12M_CNT_DRAWINGS_POS_CURRENT_MEAN",
1469
+ "CC_12M_CNT_DRAWINGS_POS_CURRENT_MAX",
1470
+ "CC_12M_CNT_DRAWINGS_POS_CURRENT_SUM",
1471
+ "CC_12M_SK_DPD_MEAN",
1472
+ "CC_12M_SK_DPD_MAX",
1473
+ "CC_12M_SK_DPD_SUM",
1474
+ "CC_12M_SK_DPD_MIN",
1475
+ "CC_24M_AMT_BALANCE_MEAN",
1476
+ "CC_24M_AMT_BALANCE_MAX",
1477
+ "CC_24M_AMT_CREDIT_LIMIT_ACTUAL_MAX",
1478
+ "CC_24M_AMT_CREDIT_LIMIT_ACTUAL_MEAN",
1479
+ "CC_24M_AMT_DRAWINGS_ATM_CURRENT_MAX",
1480
+ "CC_24M_AMT_DRAWINGS_ATM_CURRENT_SUM",
1481
+ "CC_24M_AMT_DRAWINGS_ATM_CURRENT_MEAN",
1482
+ "CC_24M_AMT_DRAWINGS_CURRENT_MAX",
1483
+ "CC_24M_AMT_DRAWINGS_CURRENT_SUM",
1484
+ "CC_24M_AMT_DRAWINGS_CURRENT_MEAN",
1485
+ "CC_24M_AMT_DRAWINGS_POS_CURRENT_MAX",
1486
+ "CC_24M_AMT_DRAWINGS_POS_CURRENT_SUM",
1487
+ "CC_24M_AMT_DRAWINGS_POS_CURRENT_MEAN",
1488
+ "CC_24M_AMT_INST_MIN_REGULARITY_MAX",
1489
+ "CC_24M_AMT_INST_MIN_REGULARITY_MEAN",
1490
+ "CC_24M_AMT_INST_MIN_REGULARITY_SUM",
1491
+ "CC_24M_AMT_PAYMENT_TOTAL_CURRENT_MAX",
1492
+ "CC_24M_AMT_PAYMENT_TOTAL_CURRENT_SUM",
1493
+ "CC_24M_AMT_PAYMENT_TOTAL_CURRENT_MEAN",
1494
+ "CC_24M_AMT_TOTAL_RECEIVABLE_MAX",
1495
+ "CC_24M_AMT_TOTAL_RECEIVABLE_MEAN",
1496
+ "CC_24M_AMT_TOTAL_RECEIVABLE_SUM",
1497
+ "CC_24M_CNT_DRAWINGS_ATM_CURRENT_MAX",
1498
+ "CC_24M_CNT_DRAWINGS_ATM_CURRENT_SUM",
1499
+ "CC_24M_CNT_DRAWINGS_ATM_CURRENT_MEAN",
1500
+ "CC_24M_CNT_DRAWINGS_CURRENT_MAX",
1501
+ "CC_24M_CNT_DRAWINGS_CURRENT_MEAN",
1502
+ "CC_24M_CNT_DRAWINGS_CURRENT_SUM",
1503
+ "CC_24M_CNT_DRAWINGS_POS_CURRENT_MEAN",
1504
+ "CC_24M_CNT_DRAWINGS_POS_CURRENT_MAX",
1505
+ "CC_24M_CNT_DRAWINGS_POS_CURRENT_SUM",
1506
+ "CC_24M_SK_DPD_MEAN",
1507
+ "CC_24M_SK_DPD_MAX",
1508
+ "CC_24M_SK_DPD_SUM",
1509
+ "CC_24M_SK_DPD_MIN",
1510
+ "CC_48M_AMT_BALANCE_MEAN",
1511
+ "CC_48M_AMT_BALANCE_MAX",
1512
+ "CC_48M_AMT_CREDIT_LIMIT_ACTUAL_MAX",
1513
+ "CC_48M_AMT_CREDIT_LIMIT_ACTUAL_MEAN",
1514
+ "CC_48M_AMT_DRAWINGS_ATM_CURRENT_MAX",
1515
+ "CC_48M_AMT_DRAWINGS_ATM_CURRENT_SUM",
1516
+ "CC_48M_AMT_DRAWINGS_ATM_CURRENT_MEAN",
1517
+ "CC_48M_AMT_DRAWINGS_CURRENT_MAX",
1518
+ "CC_48M_AMT_DRAWINGS_CURRENT_SUM",
1519
+ "CC_48M_AMT_DRAWINGS_CURRENT_MEAN",
1520
+ "CC_48M_AMT_DRAWINGS_POS_CURRENT_MAX",
1521
+ "CC_48M_AMT_DRAWINGS_POS_CURRENT_SUM",
1522
+ "CC_48M_AMT_DRAWINGS_POS_CURRENT_MEAN",
1523
+ "CC_48M_AMT_INST_MIN_REGULARITY_MAX",
1524
+ "CC_48M_AMT_INST_MIN_REGULARITY_MEAN",
1525
+ "CC_48M_AMT_INST_MIN_REGULARITY_SUM",
1526
+ "CC_48M_AMT_PAYMENT_TOTAL_CURRENT_MAX",
1527
+ "CC_48M_AMT_PAYMENT_TOTAL_CURRENT_SUM",
1528
+ "CC_48M_AMT_PAYMENT_TOTAL_CURRENT_MEAN",
1529
+ "CC_48M_AMT_TOTAL_RECEIVABLE_MAX",
1530
+ "CC_48M_AMT_TOTAL_RECEIVABLE_MEAN",
1531
+ "CC_48M_AMT_TOTAL_RECEIVABLE_SUM",
1532
+ "CC_48M_CNT_DRAWINGS_ATM_CURRENT_MAX",
1533
+ "CC_48M_CNT_DRAWINGS_ATM_CURRENT_SUM",
1534
+ "CC_48M_CNT_DRAWINGS_ATM_CURRENT_MEAN",
1535
+ "CC_48M_CNT_DRAWINGS_CURRENT_MAX",
1536
+ "CC_48M_CNT_DRAWINGS_CURRENT_MEAN",
1537
+ "CC_48M_CNT_DRAWINGS_CURRENT_SUM",
1538
+ "CC_48M_CNT_DRAWINGS_POS_CURRENT_MEAN",
1539
+ "CC_48M_CNT_DRAWINGS_POS_CURRENT_MAX",
1540
+ "CC_48M_CNT_DRAWINGS_POS_CURRENT_SUM",
1541
+ "CC_48M_SK_DPD_MEAN",
1542
+ "CC_48M_SK_DPD_MAX",
1543
+ "CC_48M_SK_DPD_SUM",
1544
+ "CC_48M_SK_DPD_MIN",
1545
+ "INSTAL_NUM_INSTALMENT_VERSION_NUNIQUE",
1546
+ "INSTAL_DPD_MAX",
1547
+ "INSTAL_DPD_MEAN",
1548
+ "INSTAL_DPD_SUM",
1549
+ "INSTAL_DPD_MIN",
1550
+ "INSTAL_DPD_VAR",
1551
+ "INSTAL_DBD_MAX",
1552
+ "INSTAL_DBD_MEAN",
1553
+ "INSTAL_DBD_SUM",
1554
+ "INSTAL_DBD_MIN",
1555
+ "INSTAL_DBD_VAR",
1556
+ "INSTAL_PAYMENT_PERC_MAX",
1557
+ "INSTAL_PAYMENT_PERC_MEAN",
1558
+ "INSTAL_PAYMENT_PERC_SUM",
1559
+ "INSTAL_PAYMENT_PERC_VAR",
1560
+ "INSTAL_PAYMENT_PERC_MIN",
1561
+ "INSTAL_PAYMENT_DIFF_MAX",
1562
+ "INSTAL_PAYMENT_DIFF_MEAN",
1563
+ "INSTAL_PAYMENT_DIFF_SUM",
1564
+ "INSTAL_PAYMENT_DIFF_VAR",
1565
+ "INSTAL_PAYMENT_DIFF_MIN",
1566
+ "INSTAL_AMT_INSTALMENT_MAX",
1567
+ "INSTAL_AMT_INSTALMENT_MEAN",
1568
+ "INSTAL_AMT_INSTALMENT_SUM",
1569
+ "INSTAL_AMT_INSTALMENT_MIN",
1570
+ "INSTAL_AMT_INSTALMENT_VAR",
1571
+ "INSTAL_AMT_PAYMENT_MIN",
1572
+ "INSTAL_AMT_PAYMENT_MAX",
1573
+ "INSTAL_AMT_PAYMENT_MEAN",
1574
+ "INSTAL_AMT_PAYMENT_SUM",
1575
+ "INSTAL_AMT_PAYMENT_VAR",
1576
+ "INSTAL_DAYS_ENTRY_PAYMENT_MAX",
1577
+ "INSTAL_DAYS_ENTRY_PAYMENT_MEAN",
1578
+ "INSTAL_DAYS_ENTRY_PAYMENT_SUM",
1579
+ "INSTAL_DAYS_ENTRY_PAYMENT_MIN",
1580
+ "INSTAL_SK_ID_PREV_SIZE",
1581
+ "INSTAL_SK_ID_PREV_NUNIQUE",
1582
+ "INSTAL_TUANANH_PAYMENT_DIFFERENCE_MEAN",
1583
+ "INSTAL_TUANANH_PAYMENT_DIFFERENCE_MIN",
1584
+ "INSTAL_TUANANH_PAYMENT_DIFFERENCE_MAX",
1585
+ "INSTAL_TUANANH_PAYMENT_DIFFERENCE_SUM",
1586
+ "INSTAL_TUANANH_PAYMENT_DIFFERENCE_VAR",
1587
+ "INSTAL_TUANANH_PAYMENT_RATIO_MEAN",
1588
+ "INSTAL_TUANANH_PAYMENT_RATIO_MAX",
1589
+ "INSTAL_TUANANH_PAYMENT_RATIO_MIN",
1590
+ "INSTAL_TUANANH_PAYMENT_RATIO_VAR",
1591
+ "INSTAL_TUANANH_LATE_PAYMENT_MEAN",
1592
+ "INSTAL_TUANANH_LATE_PAYMENT_SUM",
1593
+ "INSTAL_TUANANH_SIGNIFICANT_LATE_PAYMENT_MEAN",
1594
+ "INSTAL_TUANANH_SIGNIFICANT_LATE_PAYMENT_SUM",
1595
+ "INSTAL_TUANANH_LATE_PAYMENT_RATIO_MEAN",
1596
+ "INSTAL_TUANANH_LATE_PAYMENT_RATIO_MIN",
1597
+ "INSTAL_TUANANH_LATE_PAYMENT_RATIO_MAX",
1598
+ "INSTAL_TUANANH_LATE_PAYMENT_RATIO_VAR",
1599
+ "INSTAL_TUANANH_DPD_7_MEAN",
1600
+ "INSTAL_TUANANH_DPD_7_SUM",
1601
+ "INSTAL_TUANANH_DPD_15_MEAN",
1602
+ "INSTAL_TUANANH_DPD_15_SUM",
1603
+ "INSTAL_TUANANH_PAID_OVER_MEAN",
1604
+ "INSTAL_TUANANH_PAID_OVER_SUM",
1605
+ "INSTAL_DPD_diff_MEAN",
1606
+ "INSTAL_DPD_diff_MIN",
1607
+ "INSTAL_DPD_diff_MAX",
1608
+ "INSTAL_DPD_diff_SUM",
1609
+ "INSTAL_DPD_diff_VAR",
1610
+ "INSTAL_DBD_diff_MEAN",
1611
+ "INSTAL_DBD_diff_MIN",
1612
+ "INSTAL_DBD_diff_MAX",
1613
+ "INSTAL_DBD_diff_SUM",
1614
+ "INSTAL_DBD_diff_VAR",
1615
+ "INSTAL_DAYS_INSTALMENT_MEAN",
1616
+ "INSTAL_DAYS_INSTALMENT_MAX",
1617
+ "INSTAL_DAYS_INSTALMENT_SUM",
1618
+ "INSTAL_DAYS_INSTALMENT_MIN",
1619
+ "INSTAL_DAYS_INSTALMENT_VAR",
1620
+ "INSTAL_TUANANH_INS_IS_DPD_UNDER_120_MEAN",
1621
+ "INSTAL_TUANANH_INS_IS_DPD_UNDER_120_SUM",
1622
+ "INSTAL_TUANANH_INS_IS_DPD_OVER_120_MEAN",
1623
+ "INSTAL_TUANANH_INS_IS_DPD_OVER_120_SUM",
1624
+ "INSTAL_AMT_DIFF_MEAN",
1625
+ "INSTAL_AMT_DIFF_MAX",
1626
+ "INSTAL_COUNT",
1627
+ "INS_D365_NUM_INSTALMENT_VERSION_NUNIQUE",
1628
+ "INS_D365_DAYS_ENTRY_PAYMENT_MEAN",
1629
+ "INS_D365_DAYS_ENTRY_PAYMENT_MAX",
1630
+ "INS_D365_DAYS_ENTRY_PAYMENT_SUM",
1631
+ "INS_D365_DAYS_INSTALMENT_MEAN",
1632
+ "INS_D365_DAYS_INSTALMENT_MAX",
1633
+ "INS_D365_DAYS_INSTALMENT_SUM",
1634
+ "INS_D365_AMT_INSTALMENT_MEAN",
1635
+ "INS_D365_AMT_INSTALMENT_MAX",
1636
+ "INS_D365_AMT_INSTALMENT_SUM",
1637
+ "INS_D365_AMT_PAYMENT_MEAN",
1638
+ "INS_D365_AMT_PAYMENT_MAX",
1639
+ "INS_D365_AMT_PAYMENT_SUM",
1640
+ "INS_D365_PAYMENT_DIFF_MEAN",
1641
+ "INS_D365_PAYMENT_DIFF_MIN",
1642
+ "INS_D365_PAYMENT_DIFF_MAX",
1643
+ "INS_D365_PAYMENT_DIFF_SUM",
1644
+ "INS_D365_PAYMENT_PERC_MEAN",
1645
+ "INS_D365_PAYMENT_PERC_MAX",
1646
+ "INS_D365_DPD_DIFF_MEAN",
1647
+ "INS_D365_DPD_DIFF_MIN",
1648
+ "INS_D365_DPD_DIFF_MAX",
1649
+ "INS_D365_DPD_MEAN",
1650
+ "INS_D365_DPD_SUM",
1651
+ "INS_D365_TUANANH_INS_IS_DPD_UNDER_120_MEAN",
1652
+ "INS_D365_TUANANH_INS_IS_DPD_UNDER_120_SUM",
1653
+ "INS_D365_TUANANH_INS_IS_DPD_OVER_120_MEAN",
1654
+ "INS_D365_TUANANH_INS_IS_DPD_OVER_120_SUM",
1655
+ "NAME_CONTRACT_TYPE_Cash_loans",
1656
+ "NAME_CONTRACT_TYPE_Revolving_loans",
1657
+ "NAME_TYPE_SUITE_Children",
1658
+ "NAME_TYPE_SUITE_Family",
1659
+ "NAME_TYPE_SUITE_Group_of_people",
1660
+ "NAME_TYPE_SUITE_Other_A",
1661
+ "NAME_TYPE_SUITE_Other_B",
1662
+ "NAME_TYPE_SUITE_Spouse__partner",
1663
+ "NAME_TYPE_SUITE_Unaccompanied",
1664
+ "NAME_INCOME_TYPE_Businessman",
1665
+ "NAME_INCOME_TYPE_Commercial_associate",
1666
+ "NAME_INCOME_TYPE_Maternity_leave",
1667
+ "NAME_INCOME_TYPE_Pensioner",
1668
+ "NAME_INCOME_TYPE_State_servant",
1669
+ "NAME_INCOME_TYPE_Student",
1670
+ "NAME_INCOME_TYPE_Unemployed",
1671
+ "NAME_INCOME_TYPE_Working",
1672
+ "NAME_EDUCATION_TYPE_Academic_degree",
1673
+ "NAME_EDUCATION_TYPE_Higher_education",
1674
+ "NAME_EDUCATION_TYPE_Incomplete_higher",
1675
+ "NAME_EDUCATION_TYPE_Lower_secondary",
1676
+ "NAME_EDUCATION_TYPE_Secondary___secondary_special",
1677
+ "NAME_FAMILY_STATUS_Civil_marriage",
1678
+ "NAME_FAMILY_STATUS_Married",
1679
+ "NAME_FAMILY_STATUS_Separated",
1680
+ "NAME_FAMILY_STATUS_Single___not_married",
1681
+ "NAME_FAMILY_STATUS_Unknown",
1682
+ "NAME_FAMILY_STATUS_Widow",
1683
+ "NAME_HOUSING_TYPE_Co_op_apartment",
1684
+ "NAME_HOUSING_TYPE_House___apartment",
1685
+ "NAME_HOUSING_TYPE_Municipal_apartment",
1686
+ "NAME_HOUSING_TYPE_Office_apartment",
1687
+ "NAME_HOUSING_TYPE_Rented_apartment",
1688
+ "NAME_HOUSING_TYPE_With_parents",
1689
+ "OCCUPATION_TYPE_Accountants",
1690
+ "OCCUPATION_TYPE_Cleaning_staff",
1691
+ "OCCUPATION_TYPE_Cooking_staff",
1692
+ "OCCUPATION_TYPE_Core_staff",
1693
+ "OCCUPATION_TYPE_Drivers",
1694
+ "OCCUPATION_TYPE_HR_staff",
1695
+ "OCCUPATION_TYPE_High_skill_tech_staff",
1696
+ "OCCUPATION_TYPE_IT_staff",
1697
+ "OCCUPATION_TYPE_Laborers",
1698
+ "OCCUPATION_TYPE_Low_skill_Laborers",
1699
+ "OCCUPATION_TYPE_Managers",
1700
+ "OCCUPATION_TYPE_Medicine_staff",
1701
+ "OCCUPATION_TYPE_Private_service_staff",
1702
+ "OCCUPATION_TYPE_Realty_agents",
1703
+ "OCCUPATION_TYPE_Sales_staff",
1704
+ "OCCUPATION_TYPE_Secretaries",
1705
+ "OCCUPATION_TYPE_Security_staff",
1706
+ "OCCUPATION_TYPE_Waiters_barmen_staff",
1707
+ "WEEKDAY_APPR_PROCESS_START_FRIDAY",
1708
+ "WEEKDAY_APPR_PROCESS_START_MONDAY",
1709
+ "WEEKDAY_APPR_PROCESS_START_SATURDAY",
1710
+ "WEEKDAY_APPR_PROCESS_START_SUNDAY",
1711
+ "WEEKDAY_APPR_PROCESS_START_THURSDAY",
1712
+ "WEEKDAY_APPR_PROCESS_START_TUESDAY",
1713
+ "WEEKDAY_APPR_PROCESS_START_WEDNESDAY",
1714
+ "ORGANIZATION_TYPE_Advertising",
1715
+ "ORGANIZATION_TYPE_Agriculture",
1716
+ "ORGANIZATION_TYPE_Bank",
1717
+ "ORGANIZATION_TYPE_Business_Entity_Type_1",
1718
+ "ORGANIZATION_TYPE_Business_Entity_Type_2",
1719
+ "ORGANIZATION_TYPE_Business_Entity_Type_3",
1720
+ "ORGANIZATION_TYPE_Cleaning",
1721
+ "ORGANIZATION_TYPE_Construction",
1722
+ "ORGANIZATION_TYPE_Culture",
1723
+ "ORGANIZATION_TYPE_Electricity",
1724
+ "ORGANIZATION_TYPE_Emergency",
1725
+ "ORGANIZATION_TYPE_Government",
1726
+ "ORGANIZATION_TYPE_Hotel",
1727
+ "ORGANIZATION_TYPE_Housing",
1728
+ "ORGANIZATION_TYPE_Industry__type_1",
1729
+ "ORGANIZATION_TYPE_Industry__type_10",
1730
+ "ORGANIZATION_TYPE_Industry__type_11",
1731
+ "ORGANIZATION_TYPE_Industry__type_12",
1732
+ "ORGANIZATION_TYPE_Industry__type_13",
1733
+ "ORGANIZATION_TYPE_Industry__type_2",
1734
+ "ORGANIZATION_TYPE_Industry__type_3",
1735
+ "ORGANIZATION_TYPE_Industry__type_4",
1736
+ "ORGANIZATION_TYPE_Industry__type_5",
1737
+ "ORGANIZATION_TYPE_Industry__type_6",
1738
+ "ORGANIZATION_TYPE_Industry__type_7",
1739
+ "ORGANIZATION_TYPE_Industry__type_8",
1740
+ "ORGANIZATION_TYPE_Industry__type_9",
1741
+ "ORGANIZATION_TYPE_Insurance",
1742
+ "ORGANIZATION_TYPE_Kindergarten",
1743
+ "ORGANIZATION_TYPE_Legal_Services",
1744
+ "ORGANIZATION_TYPE_Medicine",
1745
+ "ORGANIZATION_TYPE_Military",
1746
+ "ORGANIZATION_TYPE_Mobile",
1747
+ "ORGANIZATION_TYPE_Other",
1748
+ "ORGANIZATION_TYPE_Police",
1749
+ "ORGANIZATION_TYPE_Postal",
1750
+ "ORGANIZATION_TYPE_Realtor",
1751
+ "ORGANIZATION_TYPE_Religion",
1752
+ "ORGANIZATION_TYPE_Restaurant",
1753
+ "ORGANIZATION_TYPE_School",
1754
+ "ORGANIZATION_TYPE_Security",
1755
+ "ORGANIZATION_TYPE_Security_Ministries",
1756
+ "ORGANIZATION_TYPE_Self_employed",
1757
+ "ORGANIZATION_TYPE_Services",
1758
+ "ORGANIZATION_TYPE_Telecom",
1759
+ "ORGANIZATION_TYPE_Trade__type_1",
1760
+ "ORGANIZATION_TYPE_Trade__type_2",
1761
+ "ORGANIZATION_TYPE_Trade__type_3",
1762
+ "ORGANIZATION_TYPE_Trade__type_4",
1763
+ "ORGANIZATION_TYPE_Trade__type_5",
1764
+ "ORGANIZATION_TYPE_Trade__type_6",
1765
+ "ORGANIZATION_TYPE_Trade__type_7",
1766
+ "ORGANIZATION_TYPE_Transport__type_1",
1767
+ "ORGANIZATION_TYPE_Transport__type_2",
1768
+ "ORGANIZATION_TYPE_Transport__type_3",
1769
+ "ORGANIZATION_TYPE_Transport__type_4",
1770
+ "ORGANIZATION_TYPE_University",
1771
+ "ORGANIZATION_TYPE_XNA",
1772
+ "FONDKAPREMONT_MODE_not_specified",
1773
+ "FONDKAPREMONT_MODE_org_spec_account",
1774
+ "FONDKAPREMONT_MODE_reg_oper_account",
1775
+ "FONDKAPREMONT_MODE_reg_oper_spec_account",
1776
+ "HOUSETYPE_MODE_block_of_flats",
1777
+ "HOUSETYPE_MODE_specific_housing",
1778
+ "HOUSETYPE_MODE_terraced_house",
1779
+ "WALLSMATERIAL_MODE_Block",
1780
+ "WALLSMATERIAL_MODE_Mixed",
1781
+ "WALLSMATERIAL_MODE_Monolithic",
1782
+ "WALLSMATERIAL_MODE_Others",
1783
+ "WALLSMATERIAL_MODE_Panel",
1784
+ "WALLSMATERIAL_MODE_Stone__brick",
1785
+ "WALLSMATERIAL_MODE_Wooden",
1786
+ "EMERGENCYSTATE_MODE_No",
1787
+ "EMERGENCYSTATE_MODE_Yes",
1788
+ "AGE_RANGE_AGE_ADULT",
1789
+ "AGE_RANGE_AGE_MID_ADULT",
1790
+ "AGE_RANGE_AGE_SENIOR_ADULT",
1791
+ "AGE_RANGE_AGE_VERY_SENIOR",
1792
+ "AGE_RANGE_AGE_VERY_YOUNG",
1793
+ "AGE_RANGE_AGE_YOUNG",
1794
+ "CC_NAME_CONTRACT_STATUS_Active_MIN_False",
1795
+ "CC_NAME_CONTRACT_STATUS_Active_MIN_True",
1796
+ "CC_NAME_CONTRACT_STATUS_Active_MAX_False",
1797
+ "CC_NAME_CONTRACT_STATUS_Active_MAX_True",
1798
+ "CC_NAME_CONTRACT_STATUS_Approved_MIN_False",
1799
+ "CC_NAME_CONTRACT_STATUS_Approved_MAX_False",
1800
+ "CC_NAME_CONTRACT_STATUS_Approved_MAX_True",
1801
+ "CC_NAME_CONTRACT_STATUS_Completed_MIN_False",
1802
+ "CC_NAME_CONTRACT_STATUS_Completed_MIN_True",
1803
+ "CC_NAME_CONTRACT_STATUS_Completed_MAX_False",
1804
+ "CC_NAME_CONTRACT_STATUS_Completed_MAX_True",
1805
+ "CC_NAME_CONTRACT_STATUS_Demand_MIN_False",
1806
+ "CC_NAME_CONTRACT_STATUS_Demand_MIN_True",
1807
+ "CC_NAME_CONTRACT_STATUS_Demand_MAX_False",
1808
+ "CC_NAME_CONTRACT_STATUS_Demand_MAX_True",
1809
+ "CC_NAME_CONTRACT_STATUS_Refused_MIN_False",
1810
+ "CC_NAME_CONTRACT_STATUS_Refused_MAX_False",
1811
+ "CC_NAME_CONTRACT_STATUS_Refused_MAX_True",
1812
+ "CC_NAME_CONTRACT_STATUS_Sent_proposal_MIN_False",
1813
+ "CC_NAME_CONTRACT_STATUS_Sent_proposal_MAX_False",
1814
+ "CC_NAME_CONTRACT_STATUS_Sent_proposal_MAX_True",
1815
+ "CC_NAME_CONTRACT_STATUS_Signed_MIN_False",
1816
+ "CC_NAME_CONTRACT_STATUS_Signed_MIN_True",
1817
+ "CC_NAME_CONTRACT_STATUS_Signed_MAX_False",
1818
+ "CC_NAME_CONTRACT_STATUS_Signed_MAX_True",
1819
+ "CC_NAME_CONTRACT_STATUS_nan_MIN_False",
1820
+ "CC_NAME_CONTRACT_STATUS_nan_MAX_False",
1821
+ "MISSING_DAYS_EMPLOYED",
1822
+ "MISSING_APARTMENTS_AVG",
1823
+ "MISSING_BASEMENTAREA_AVG",
1824
+ "MISSING_YEARS_BEGINEXPLUATATION_AVG",
1825
+ "MISSING_YEARS_BUILD_AVG",
1826
+ "MISSING_ELEVATORS_AVG",
1827
+ "MISSING_ENTRANCES_AVG",
1828
+ "MISSING_FLOORSMAX_AVG",
1829
+ "MISSING_FLOORSMIN_AVG",
1830
+ "MISSING_LANDAREA_AVG",
1831
+ "MISSING_LIVINGAPARTMENTS_AVG",
1832
+ "MISSING_LIVINGAREA_AVG",
1833
+ "MISSING_NONLIVINGAREA_AVG",
1834
+ "MISSING_APARTMENTS_MODE",
1835
+ "MISSING_BASEMENTAREA_MODE",
1836
+ "MISSING_YEARS_BEGINEXPLUATATION_MODE",
1837
+ "MISSING_YEARS_BUILD_MODE",
1838
+ "MISSING_ELEVATORS_MODE",
1839
+ "MISSING_ENTRANCES_MODE",
1840
+ "MISSING_FLOORSMAX_MODE",
1841
+ "MISSING_FLOORSMIN_MODE",
1842
+ "MISSING_LANDAREA_MODE",
1843
+ "MISSING_LIVINGAPARTMENTS_MODE",
1844
+ "MISSING_LIVINGAREA_MODE",
1845
+ "MISSING_NONLIVINGAREA_MODE",
1846
+ "MISSING_APARTMENTS_MEDI",
1847
+ "MISSING_BASEMENTAREA_MEDI",
1848
+ "MISSING_YEARS_BEGINEXPLUATATION_MEDI",
1849
+ "MISSING_YEARS_BUILD_MEDI",
1850
+ "MISSING_ELEVATORS_MEDI",
1851
+ "MISSING_ENTRANCES_MEDI",
1852
+ "MISSING_FLOORSMAX_MEDI",
1853
+ "MISSING_FLOORSMIN_MEDI",
1854
+ "MISSING_LANDAREA_MEDI",
1855
+ "MISSING_LIVINGAPARTMENTS_MEDI",
1856
+ "MISSING_LIVINGAREA_MEDI",
1857
+ "MISSING_NONLIVINGAREA_MEDI",
1858
+ "MISSING_TOTALAREA_MODE",
1859
+ "MISSING_APP_EXT_SOURCE_2_DAYS_EMPLOYED",
1860
+ "MISSING_DAYS_EMPLOYED_PERC",
1861
+ "MISSING_DUYET_EMPLOYMENT_TO_AGE_RATIO",
1862
+ "MISSING_TUANANH_EMPLOYED_BIRTH_RATIO",
1863
+ "MISSING_INCOME_TO_EMPLOYED_RATIO",
1864
+ "MISSING_APPS_INCOME_EMPLOYED_RATIO",
1865
+ "MISSING_APP_INCOME_TO_EMPLOYED_RATIO",
1866
+ "MISSING_APP_DAYS_EMPLOYED_DAYS_BIRTH_diff",
1867
+ "MISSING_BURO_DAYS_CREDIT_ENDDATE_VAR",
1868
+ "MISSING_BURO_ENDDATE_DIF_MIN",
1869
+ "MISSING_BURO_ENDDATE_DIF_MAX",
1870
+ "MISSING_BURO_ENDDATE_DIF_MEAN",
1871
+ "MISSING_BURO_BUREAU_CREDIT_FACT_DIFF_MIN",
1872
+ "MISSING_BURO_BUREAU_CREDIT_FACT_DIFF_MAX",
1873
+ "MISSING_BURO_BUREAU_CREDIT_FACT_DIFF_MEAN",
1874
+ "MISSING_CLOSED_DAYS_CREDIT_MIN",
1875
+ "MISSING_CLOSED_DAYS_CREDIT_MAX",
1876
+ "MISSING_CLOSED_DAYS_CREDIT_MEAN",
1877
+ "MISSING_CLOSED_DAYS_CREDIT_VAR",
1878
+ "MISSING_CLOSED_DAYS_CREDIT_SUM",
1879
+ "MISSING_CLOSED_DAYS_CREDIT_ENDDATE_MIN",
1880
+ "MISSING_CLOSED_DAYS_CREDIT_ENDDATE_MAX",
1881
+ "MISSING_CLOSED_DAYS_CREDIT_ENDDATE_MEAN",
1882
+ "MISSING_CLOSED_DAYS_CREDIT_ENDDATE_VAR",
1883
+ "MISSING_CLOSED_DAYS_CREDIT_UPDATE_MEAN",
1884
+ "MISSING_CLOSED_DAYS_CREDIT_UPDATE_MIN",
1885
+ "MISSING_CLOSED_DAYS_CREDIT_UPDATE_MAX",
1886
+ "MISSING_CLOSED_CREDIT_DAY_OVERDUE_MAX",
1887
+ "MISSING_CLOSED_CREDIT_DAY_OVERDUE_MEAN",
1888
+ "MISSING_CLOSED_CREDIT_DAY_OVERDUE_SUM",
1889
+ "MISSING_CLOSED_CREDIT_DAY_OVERDUE_MIN",
1890
+ "MISSING_CLOSED_AMT_CREDIT_MAX_OVERDUE_MEAN",
1891
+ "MISSING_CLOSED_AMT_CREDIT_MAX_OVERDUE_MAX",
1892
+ "MISSING_CLOSED_AMT_CREDIT_MAX_OVERDUE_SUM",
1893
+ "MISSING_CLOSED_AMT_CREDIT_SUM_MAX",
1894
+ "MISSING_CLOSED_AMT_CREDIT_SUM_MEAN",
1895
+ "MISSING_CLOSED_AMT_CREDIT_SUM_SUM",
1896
+ "MISSING_CLOSED_AMT_CREDIT_SUM_DEBT_MAX",
1897
+ "MISSING_CLOSED_AMT_CREDIT_SUM_DEBT_MEAN",
1898
+ "MISSING_CLOSED_AMT_CREDIT_SUM_DEBT_SUM",
1899
+ "MISSING_CLOSED_AMT_CREDIT_SUM_OVERDUE_MEAN",
1900
+ "MISSING_CLOSED_AMT_CREDIT_SUM_OVERDUE_MAX",
1901
+ "MISSING_CLOSED_AMT_CREDIT_SUM_OVERDUE_SUM",
1902
+ "MISSING_CLOSED_AMT_CREDIT_SUM_LIMIT_MEAN",
1903
+ "MISSING_CLOSED_AMT_CREDIT_SUM_LIMIT_SUM",
1904
+ "MISSING_CLOSED_AMT_CREDIT_SUM_LIMIT_MAX",
1905
+ "MISSING_CLOSED_AMT_ANNUITY_SUM",
1906
+ "MISSING_CLOSED_CNT_CREDIT_PROLONG_SUM",
1907
+ "MISSING_CLOSED_CNT_CREDIT_PROLONG_MEAN",
1908
+ "MISSING_CLOSED_BB_MONTHS_BALANCE_SIZE_SUM",
1909
+ "MISSING_CLOSED_CREDIT_DURATION_MIN",
1910
+ "MISSING_CLOSED_CREDIT_DURATION_MAX",
1911
+ "MISSING_CLOSED_CREDIT_DURATION_MEAN",
1912
+ "MISSING_CLOSED_ENDDATE_DIF_MIN",
1913
+ "MISSING_CLOSED_ENDDATE_DIF_MAX",
1914
+ "MISSING_CLOSED_ENDDATE_DIF_MEAN",
1915
+ "MISSING_CLOSED_DEBT_CREDIT_DIFF_MIN",
1916
+ "MISSING_CLOSED_DEBT_CREDIT_DIFF_MAX",
1917
+ "MISSING_CLOSED_DEBT_CREDIT_DIFF_MEAN",
1918
+ "MISSING_CLOSED_BUREAU_CREDIT_FACT_DIFF_MIN",
1919
+ "MISSING_CLOSED_BUREAU_CREDIT_FACT_DIFF_MAX",
1920
+ "MISSING_CLOSED_BUREAU_CREDIT_FACT_DIFF_MEAN",
1921
+ "MISSING_CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MIN",
1922
+ "MISSING_CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MAX",
1923
+ "MISSING_CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MEAN",
1924
+ "MISSING_CLOSED_BUREAU_CREDIT_DEBT_RATIO_MIN",
1925
+ "MISSING_CLOSED_BUREAU_CREDIT_DEBT_RATIO_MAX",
1926
+ "MISSING_CLOSED_BUREAU_CREDIT_DEBT_RATIO_MEAN",
1927
+ "MISSING_CLOSED_BUREAU_IS_DPD_MEAN",
1928
+ "MISSING_CLOSED_BUREAU_IS_DPD_SUM",
1929
+ "MISSING_CLOSED_BUREAU_IS_DPD_OVER120_MEAN",
1930
+ "MISSING_CLOSED_BUREAU_IS_DPD_OVER120_SUM",
1931
+ "MISSING_APPROVED_RATE_DOWN_PAYMENT_VAR",
1932
+ "MISSING_REFUSED_AMT_ANNUITY_MIN",
1933
+ "MISSING_REFUSED_AMT_ANNUITY_MAX",
1934
+ "MISSING_REFUSED_AMT_ANNUITY_MEAN",
1935
+ "MISSING_REFUSED_AMT_ANNUITY_SUM",
1936
+ "MISSING_REFUSED_AMT_ANNUITY_VAR",
1937
+ "MISSING_REFUSED_AMT_APPLICATION_MIN",
1938
+ "MISSING_REFUSED_AMT_APPLICATION_MAX",
1939
+ "MISSING_REFUSED_AMT_APPLICATION_MEAN",
1940
+ "MISSING_REFUSED_AMT_APPLICATION_SUM",
1941
+ "MISSING_REFUSED_AMT_CREDIT_MIN",
1942
+ "MISSING_REFUSED_AMT_CREDIT_MAX",
1943
+ "MISSING_REFUSED_AMT_CREDIT_MEAN",
1944
+ "MISSING_REFUSED_AMT_CREDIT_SUM",
1945
+ "MISSING_REFUSED_APP_CREDIT_PERC_MIN",
1946
+ "MISSING_REFUSED_APP_CREDIT_PERC_MAX",
1947
+ "MISSING_REFUSED_APP_CREDIT_PERC_MEAN",
1948
+ "MISSING_REFUSED_APP_CREDIT_PERC_VAR",
1949
+ "MISSING_REFUSED_AMT_DOWN_PAYMENT_SUM",
1950
+ "MISSING_REFUSED_AMT_GOODS_PRICE_MIN",
1951
+ "MISSING_REFUSED_AMT_GOODS_PRICE_MAX",
1952
+ "MISSING_REFUSED_AMT_GOODS_PRICE_MEAN",
1953
+ "MISSING_REFUSED_AMT_GOODS_PRICE_SUM",
1954
+ "MISSING_REFUSED_HOUR_APPR_PROCESS_START_MIN",
1955
+ "MISSING_REFUSED_HOUR_APPR_PROCESS_START_MAX",
1956
+ "MISSING_REFUSED_HOUR_APPR_PROCESS_START_MEAN",
1957
+ "MISSING_REFUSED_DAYS_DECISION_MIN",
1958
+ "MISSING_REFUSED_DAYS_DECISION_MAX",
1959
+ "MISSING_REFUSED_DAYS_DECISION_MEAN",
1960
+ "MISSING_REFUSED_DAYS_DECISION_SUM",
1961
+ "MISSING_REFUSED_CNT_PAYMENT_MEAN",
1962
+ "MISSING_REFUSED_CNT_PAYMENT_SUM",
1963
+ "MISSING_REFUSED_CNT_PAYMENT_MAX",
1964
+ "MISSING_REFUSED_CNT_PAYMENT_MIN",
1965
+ "MISSING_REFUSED_SK_ID_PREV_NUNIQUE",
1966
+ "MISSING_REFUSED_CREDIT_TO_ANNUITY_RATIO_MEAN",
1967
+ "MISSING_REFUSED_CREDIT_TO_ANNUITY_RATIO_MAX",
1968
+ "MISSING_REFUSED_APPLICATION_CREDIT_DIFF_MIN",
1969
+ "MISSING_REFUSED_APPLICATION_CREDIT_DIFF_MAX",
1970
+ "MISSING_REFUSED_APPLICATION_CREDIT_DIFF_MEAN",
1971
+ "MISSING_REFUSED_APPLICATION_CREDIT_DIFF_SUM",
1972
+ "MISSING_REFUSED_PREV_GOODS_DIFF_MEAN",
1973
+ "MISSING_REFUSED_PREV_GOODS_DIFF_MAX",
1974
+ "MISSING_REFUSED_PREV_GOODS_DIFF_SUM",
1975
+ "MISSING_REFUSED_PREV_GOODS_APPL_RATIO_MEAN",
1976
+ "MISSING_REFUSED_PREV_GOODS_APPL_RATIO_MAX",
1977
+ "MISSING_REFUSED_DAYS_LAST_DUE_DIFF_SUM",
1978
+ "MISSING_REFUSED_SIMPLE_INTERESTS_MEAN",
1979
+ "MISSING_REFUSED_SIMPLE_INTERESTS_MAX",
1980
+ "MISSING_CC_AMT_DRAWINGS_ATM_CURRENT_MIN",
1981
+ "MISSING_CC_AMT_DRAWINGS_ATM_CURRENT_MAX",
1982
+ "MISSING_CC_AMT_DRAWINGS_ATM_CURRENT_MEAN",
1983
+ "MISSING_CC_AMT_DRAWINGS_ATM_CURRENT_VAR",
1984
+ "MISSING_CC_AMT_DRAWINGS_OTHER_CURRENT_MIN",
1985
+ "MISSING_CC_AMT_DRAWINGS_OTHER_CURRENT_MAX",
1986
+ "MISSING_CC_AMT_DRAWINGS_OTHER_CURRENT_MEAN",
1987
+ "MISSING_CC_AMT_DRAWINGS_OTHER_CURRENT_VAR",
1988
+ "MISSING_CC_AMT_DRAWINGS_POS_CURRENT_MIN",
1989
+ "MISSING_CC_AMT_DRAWINGS_POS_CURRENT_MAX",
1990
+ "MISSING_CC_AMT_DRAWINGS_POS_CURRENT_MEAN",
1991
+ "MISSING_CC_AMT_DRAWINGS_POS_CURRENT_VAR",
1992
+ "MISSING_CC_AMT_PAYMENT_CURRENT_MIN",
1993
+ "MISSING_CC_AMT_PAYMENT_CURRENT_MAX",
1994
+ "MISSING_CC_AMT_PAYMENT_CURRENT_MEAN",
1995
+ "MISSING_CC_AMT_PAYMENT_CURRENT_VAR",
1996
+ "MISSING_CC_CNT_DRAWINGS_ATM_CURRENT_MIN",
1997
+ "MISSING_CC_CNT_DRAWINGS_ATM_CURRENT_MAX",
1998
+ "MISSING_CC_CNT_DRAWINGS_ATM_CURRENT_MEAN",
1999
+ "MISSING_CC_CNT_DRAWINGS_ATM_CURRENT_VAR",
2000
+ "MISSING_CC_CNT_DRAWINGS_OTHER_CURRENT_MIN",
2001
+ "MISSING_CC_CNT_DRAWINGS_OTHER_CURRENT_MAX",
2002
+ "MISSING_CC_CNT_DRAWINGS_OTHER_CURRENT_MEAN",
2003
+ "MISSING_CC_CNT_DRAWINGS_OTHER_CURRENT_VAR",
2004
+ "MISSING_CC_CNT_DRAWINGS_POS_CURRENT_MIN",
2005
+ "MISSING_CC_CNT_DRAWINGS_POS_CURRENT_MAX",
2006
+ "MISSING_CC_CNT_DRAWINGS_POS_CURRENT_MEAN",
2007
+ "MISSING_CC_CNT_DRAWINGS_POS_CURRENT_VAR",
2008
+ "MISSING_CC_PAYMENT_DIV_MIN_MIN",
2009
+ "MISSING_CC_PAYMENT_DIV_MIN_MAX",
2010
+ "MISSING_CC_PAYMENT_DIV_MIN_MEAN",
2011
+ "MISSING_CC_PAYMENT_DIV_MIN_VAR",
2012
+ "MISSING_CC_DRAWING_LIMIT_RATIO_MIN",
2013
+ "MISSING_CC_DRAWING_LIMIT_RATIO_MAX",
2014
+ "MISSING_CC_DRAWING_LIMIT_RATIO_MEAN",
2015
+ "MISSING_CC_DRAWING_LIMIT_RATIO_VAR",
2016
+ "MISSING_CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MIN",
2017
+ "MISSING_CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MAX",
2018
+ "MISSING_CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MEAN",
2019
+ "MISSING_CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_VAR",
2020
+ "MISSING_CC_TUANANH_CC_MIN_PAYMENT_RATIO_MIN",
2021
+ "MISSING_CC_TUANANH_CC_MIN_PAYMENT_RATIO_MAX",
2022
+ "MISSING_CC_TUANANH_CC_MIN_PAYMENT_RATIO_MEAN",
2023
+ "MISSING_CC_TUANANH_CC_MIN_PAYMENT_RATIO_VAR",
2024
+ "MISSING_CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MIN",
2025
+ "MISSING_CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MAX",
2026
+ "MISSING_CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MEAN",
2027
+ "MISSING_CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_VAR",
2028
+ "MISSING_CC_12M_AMT_DRAWINGS_ATM_CURRENT_MAX",
2029
+ "MISSING_CC_12M_AMT_DRAWINGS_ATM_CURRENT_MEAN",
2030
+ "MISSING_CC_12M_AMT_DRAWINGS_POS_CURRENT_MAX",
2031
+ "MISSING_CC_12M_AMT_DRAWINGS_POS_CURRENT_MEAN",
2032
+ "MISSING_CC_12M_CNT_DRAWINGS_ATM_CURRENT_MAX",
2033
+ "MISSING_CC_12M_CNT_DRAWINGS_ATM_CURRENT_MEAN",
2034
+ "MISSING_CC_12M_CNT_DRAWINGS_POS_CURRENT_MEAN",
2035
+ "MISSING_CC_12M_CNT_DRAWINGS_POS_CURRENT_MAX",
2036
+ "MISSING_CC_24M_AMT_DRAWINGS_ATM_CURRENT_MAX",
2037
+ "MISSING_CC_24M_AMT_DRAWINGS_ATM_CURRENT_MEAN",
2038
+ "MISSING_CC_24M_AMT_DRAWINGS_POS_CURRENT_MAX",
2039
+ "MISSING_CC_24M_AMT_DRAWINGS_POS_CURRENT_MEAN",
2040
+ "MISSING_CC_24M_CNT_DRAWINGS_ATM_CURRENT_MAX",
2041
+ "MISSING_CC_24M_CNT_DRAWINGS_ATM_CURRENT_MEAN",
2042
+ "MISSING_CC_24M_CNT_DRAWINGS_POS_CURRENT_MEAN",
2043
+ "MISSING_CC_24M_CNT_DRAWINGS_POS_CURRENT_MAX",
2044
+ "MISSING_CC_48M_AMT_DRAWINGS_ATM_CURRENT_MAX",
2045
+ "MISSING_CC_48M_AMT_DRAWINGS_ATM_CURRENT_MEAN",
2046
+ "MISSING_CC_48M_AMT_DRAWINGS_POS_CURRENT_MAX",
2047
+ "MISSING_CC_48M_AMT_DRAWINGS_POS_CURRENT_MEAN",
2048
+ "MISSING_CC_48M_CNT_DRAWINGS_ATM_CURRENT_MAX",
2049
+ "MISSING_CC_48M_CNT_DRAWINGS_ATM_CURRENT_MEAN",
2050
+ "MISSING_CC_48M_CNT_DRAWINGS_POS_CURRENT_MEAN",
2051
+ "MISSING_CC_48M_CNT_DRAWINGS_POS_CURRENT_MAX"
2052
+ ]
2053
+ }