index,feature,importance
24,ORGANIZATION_TYPE,5504
74,EXT_SOURCE_1,2304
2,EXT_SOURCE_2,2298
42,EXT_SOURCE_3,2298
105,AMT_ANNUITY,1121
10,DAYS_BIRTH,1108
6,AMT_CREDIT,1015
524,MAX(bureau.DAYS_CREDIT),906
27,DAYS_ID_PUBLISH,727
95,DAYS_EMPLOYED,723
900,SUM(previous_app.MIN(installments.AMT_PAYMENT)),694
92,AMT_GOODS_PRICE,676
1552,MEAN(previous_app.MIN(installments.AMT_PAYMENT)),657
26,DAYS_REGISTRATION,609
132,MAX(bureau.DAYS_CREDIT_ENDDATE),591
382,MAX(bureau.DAYS_ENDDATE_FACT),572
3,OCCUPATION_TYPE,556
349,MEAN(bureau.AMT_CREDIT_SUM_DEBT),517
557,SKEW(bureau.DAYS_CREDIT_ENDDATE),510
325,MODE(previous_app.PRODUCT_COMBINATION),506
118,OWN_CAR_AGE,495
60,CODE_GENDER,479
59,DAYS_LAST_PHONE_CHANGE,461
217,MIN(installments.AMT_PAYMENT),451
506,MIN(bureau.AMT_CREDIT_SUM),403
502,MEAN(bureau.DAYS_CREDIT),403
153,MEAN(bureau.AMT_CREDIT_SUM),396
1230,MEAN(previous_app.MEAN(cash.CNT_INSTALMENT_FUTURE)),392
134,SUM(bureau.AMT_CREDIT_SUM),383
318,MEAN(previous_app.HOUR_APPR_PROCESS_START),366
272,MAX(bureau.AMT_CREDIT_SUM),360
224,SKEW(bureau.DAYS_CREDIT_UPDATE),358
361,SKEW(bureau.DAYS_CREDIT),351
198,MAX(installments.DAYS_ENTRY_PAYMENT),348
156,SKEW(installments.DAYS_ENTRY_PAYMENT),345
31,REGION_POPULATION_RELATIVE,339
168,MAX(bureau.DAYS_CREDIT_UPDATE),333
225,SKEW(bureau.AMT_CREDIT_SUM),329
5,AMT_INCOME_TOTAL,327
274,SUM(bureau.DAYS_CREDIT_ENDDATE),322
1049,MEAN(previous_app.COUNT(cash)),321
477,SUM(bureau.AMT_CREDIT_SUM_DEBT),318
232,SKEW(cash.CNT_INSTALMENT),314
288,SKEW(installments.AMT_PAYMENT),306
355,MEAN(bureau.AMT_CREDIT_MAX_OVERDUE),303
314,MEAN(previous_app.CNT_PAYMENT),301
1357,MAX(previous_app.SKEW(installments.DAYS_ENTRY_PAYMENT)),287
473,SUM(previous_app.AMT_DOWN_PAYMENT),285
135,STD(bureau.DAYS_CREDIT),284
1527,MEAN(previous_app.MIN(cash.CNT_INSTALMENT_FUTURE)),283
353,STD(previous_app.CNT_PAYMENT),277
182,MEAN(bureau.DAYS_CREDIT_ENDDATE),270
410,SKEW(cash.CNT_INSTALMENT_FUTURE),268
221,MEAN(bureau.DAYS_CREDIT_UPDATE),267
310,MAX(cash.SK_ID_CURR),262
185,MIN(bureau.DAYS_CREDIT_ENDDATE),260
320,STD(bureau.DAYS_ENDDATE_FACT),258
258,MAX(previous_app.DAYS_DECISION),256
162,MEAN(previous_app.SELLERPLACE_AREA),254
54,NAME_FAMILY_STATUS,254
1599,MEAN(previous_app.SKEW(installments.DAYS_ENTRY_PAYMENT)),252
421,STD(bureau.DAYS_CREDIT_ENDDATE),248
286,SKEW(previous_app.HOUR_APPR_PROCESS_START),247
48,TOTALAREA_MODE,245
494,MEAN(bureau.DAYS_ENDDATE_FACT),244
765,MAX(previous_app.MEAN(cash.CNT_INSTALMENT_FUTURE)),242
471,MAX(previous_app.RATE_DOWN_PAYMENT),239
296,STD(previous_app.HOUR_APPR_PROCESS_START),237
796,SUM(previous_app.MIN(cash.CNT_INSTALMENT_FUTURE)),236
183,SUM(installments.AMT_PAYMENT),230
940,MEAN(previous_app.STD(cash.CNT_INSTALMENT)),228
147,MIN(bureau.AMT_CREDIT_SUM_DEBT),227
216,MAX(previous_app.SELLERPLACE_AREA),226
866,MIN(previous_app.SKEW(installments.DAYS_ENTRY_PAYMENT)),224
1103,STD(previous_app.MIN(cash.CNT_INSTALMENT_FUTURE)),221
115,NAME_EDUCATION_TYPE,217
130,MEAN(previous_app.AMT_DOWN_PAYMENT),216
380,MIN(previous_app.AMT_ANNUITY),215
983,MEAN(previous_app.SUM(installments.AMT_PAYMENT)),214
295,MEAN(previous_app.RATE_DOWN_PAYMENT),212
536,MIN(bureau.DAYS_ENDDATE_FACT),210
680,MIN(previous_app.SKEW(installments.DAYS_INSTALMENT)),207
553,STD(bureau.DAYS_CREDIT_UPDATE),205
722,SKEW(previous_app.COUNT(cash)),204
370,MAX(bureau.AMT_CREDIT_MAX_OVERDUE),203
1062,SKEW(previous_app.COUNT(installments)),203
549,SKEW(previous_app.DAYS_DECISION),202
400,SKEW(installments.NUM_INSTALMENT_VERSION),202
164,MODE(previous_app.NAME_GOODS_CATEGORY),201
659,MIN(previous_app.MEAN(installments.AMT_PAYMENT)),201
113,REGION_RATING_CLIENT_W_CITY,200
386,MEAN(previous_app.DAYS_DECISION),198
452,STD(previous_app.RATE_DOWN_PAYMENT),198
980,MIN(previous_app.SKEW(installments.AMT_PAYMENT)),197
184,SUM(previous_app.SELLERPLACE_AREA),194
406,MEAN(previous_app.AMT_ANNUITY),191
89,YEARS_BEGINEXPLUATATION_MEDI,191
828,MEAN(previous_app.SKEW(installments.AMT_PAYMENT)),190
41,DEF_30_CNT_SOCIAL_CIRCLE,188
772,MIN(previous_app.MAX(installments.AMT_INSTALMENT)),187
235,MIN(bureau.DAYS_CREDIT),186
470,MAX(bureau.AMT_CREDIT_SUM_DEBT),186
167,MEAN(bureau.AMT_CREDIT_SUM_LIMIT),186
1039,MIN(previous_app.SKEW(installments.AMT_INSTALMENT)),185
150,MIN(bureau.DAYS_CREDIT_UPDATE),185
394,SKEW(previous_app.RATE_DOWN_PAYMENT),185
1313,MIN(previous_app.SUM(installments.SK_ID_CURR)),185
1018,MEAN(previous_app.SKEW(installments.NUM_INSTALMENT_NUMBER)),184
784,STD(previous_app.SKEW(installments.DAYS_ENTRY_PAYMENT)),182
321,SUM(bureau.AMT_CREDIT_MAX_OVERDUE),179
1390,MIN(previous_app.SKEW(cash.CNT_INSTALMENT_FUTURE)),178
695,MIN(previous_app.SUM(cash.MONTHS_BALANCE)),178
328,MIN(previous_app.AMT_GOODS_PRICE),178
402,MEAN(credit.CNT_DRAWINGS_ATM_CURRENT),177
416,SKEW(previous_app.AMT_APPLICATION),177
407,MAX(previous_app.HOUR_APPR_PROCESS_START),176
453,MAX(cash.MONTHS_BALANCE),176
214,SKEW(cash.MONTHS_BALANCE),175
1564,SUM(previous_app.SKEW(installments.AMT_PAYMENT)),175
1274,MIN(previous_app.SUM(installments.AMT_INSTALMENT)),175
496,MAX(previous_app.AMT_DOWN_PAYMENT),173
463,STD(previous_app.AMT_DOWN_PAYMENT),173
201,SUM(bureau.DAYS_CREDIT),171
814,SUM(previous_app.SKEW(installments.DAYS_ENTRY_PAYMENT)),169
508,STD(bureau.AMT_CREDIT_SUM_DEBT),169
786,MEAN(previous_app.SKEW(installments.AMT_INSTALMENT)),168
892,MIN(previous_app.SUM(cash.SK_ID_CURR)),167
440,NUM_UNIQUE(previous_app.CODE_REJECT_REASON),166
1318,MEAN(previous_app.SUM(installments.NUM_INSTALMENT_VERSION)),166
245,SKEW(installments.NUM_INSTALMENT_NUMBER),165
212,SKEW(bureau.AMT_CREDIT_SUM_DEBT),164
333,SKEW(previous_app.SELLERPLACE_AREA),164
629,MEAN(previous_app.SUM(cash.SK_ID_CURR)),163
679,MEAN(previous_app.SKEW(cash.CNT_INSTALMENT)),163
67,HOUR_APPR_PROCESS_START,162
1417,SUM(previous_app.MIN(installments.AMT_INSTALMENT)),161
666,MIN(previous_app.MEAN(cash.CNT_INSTALMENT_FUTURE)),159
175,MIN(installments.AMT_INSTALMENT),159
87,FLAG_DOCUMENT_3,159
299,MEAN(cash.CNT_INSTALMENT_FUTURE),156
56,BASEMENTAREA_AVG,155
1201,MAX(previous_app.MIN(installments.AMT_PAYMENT)),155
411,STD(bureau.AMT_CREDIT_MAX_OVERDUE),155
415,STD(bureau.AMT_CREDIT_SUM),154
1657,MEAN(previous_app.MIN(installments.AMT_INSTALMENT)),154
461,SUM(previous_app.HOUR_APPR_PROCESS_START),154
1080,MAX(previous_app.SKEW(installments.AMT_PAYMENT)),153
248,MAX(previous_app.AMT_CREDIT),152
28,LANDAREA_MODE,151
193,SUM(cash.SK_ID_CURR),151
388,SKEW(previous_app.AMT_ANNUITY),149
192,MEAN(previous_app.NFLAG_INSURED_ON_APPROVAL),147
404,STD(previous_app.SELLERPLACE_AREA),147
1433,MEAN(previous_app.STD(cash.CNT_INSTALMENT_FUTURE)),147
499,STD(previous_app.AMT_ANNUITY),145
1245,STD(previous_app.SKEW(installments.NUM_INSTALMENT_VERSION)),144
468,SUM(installments.SK_ID_CURR),142
109,APARTMENTS_MODE,142
202,SUM(previous_app.DAYS_LAST_DUE),142
236,SUM(bureau.DAYS_ENDDATE_FACT),142
252,SUM(previous_app.DAYS_LAST_DUE_1ST_VERSION),141
1491,SUM(previous_app.SKEW(cash.CNT_INSTALMENT_FUTURE)),140
1215,STD(previous_app.COUNT(cash)),140
519,MIN(previous_app.RATE_DOWN_PAYMENT),139
441,SUM(previous_app.CNT_PAYMENT),138
538,MAX(installments.DAYS_INSTALMENT),138
1172,MAX(previous_app.SUM(installments.AMT_PAYMENT)),138
257,MEAN(installments.AMT_PAYMENT),138
403,STD(previous_app.DAYS_LAST_DUE),137
1289,STD(previous_app.SKEW(installments.NUM_INSTALMENT_NUMBER)),137
387,SKEW(installments.DAYS_INSTALMENT),136
352,MEAN(previous_app.AMT_GOODS_PRICE),136
254,SUM(bureau.DAYS_CREDIT_UPDATE),136
888,MAX(previous_app.STD(cash.CNT_INSTALMENT)),136
1421,SUM(previous_app.STD(cash.CNT_INSTALMENT)),136
528,STD(previous_app.DAYS_TERMINATION),134
1635,MEAN(previous_app.SUM(installments.SK_ID_CURR)),134
276,STD(cash.MONTHS_BALANCE),133
1612,STD(previous_app.SUM(installments.AMT_PAYMENT)),133
532,STD(cash.CNT_INSTALMENT_FUTURE),132
505,STD(previous_app.DAYS_DECISION),131
715,MAX(previous_app.SUM(cash.SK_ID_CURR)),131
1674,MIN(previous_app.STD(installments.AMT_INSTALMENT)),130
379,SUM(previous_app.DAYS_DECISION),129
1027,MEAN(previous_app.COUNT(installments)),128
487,MAX(previous_app.AMT_ANNUITY),127
643,SUM(previous_app.MAX(installments.SK_ID_CURR)),127
1183,MIN(previous_app.MEAN(installments.AMT_INSTALMENT)),127
227,MAX(previous_app.DAYS_LAST_DUE_1ST_VERSION),127
33,LIVINGAREA_MEDI,126
49,NAME_CONTRACT_TYPE,126
107,YEARS_BEGINEXPLUATATION_MODE,125
1670,MIN(previous_app.SKEW(installments.NUM_INSTALMENT_NUMBER)),125
312,SKEW(installments.AMT_INSTALMENT),124
1131,MAX(previous_app.SKEW(cash.CNT_INSTALMENT_FUTURE)),124
1248,SUM(previous_app.MEAN(installments.AMT_PAYMENT)),124
854,MEAN(previous_app.SKEW(installments.DAYS_INSTALMENT)),123
364,MEAN(previous_app.DAYS_FIRST_DUE),122
436,SKEW(previous_app.AMT_CREDIT),122
1624,MIN(previous_app.MAX(installments.AMT_PAYMENT)),122
1651,MAX(previous_app.STD(installments.NUM_INSTALMENT_VERSION)),121
13,FLAG_WORK_PHONE,121
654,MAX(previous_app.MIN(cash.CNT_INSTALMENT_FUTURE)),121
921,MEAN(previous_app.SUM(cash.MONTHS_BALANCE)),121
78,NONLIVINGAREA_MODE,121
742,STD(previous_app.SKEW(installments.DAYS_INSTALMENT)),119
1343,MEAN(previous_app.SKEW(cash.CNT_INSTALMENT_FUTURE)),119
1231,SUM(previous_app.MEAN(installments.NUM_INSTALMENT_VERSION)),119
446,MIN(previous_app.AMT_DOWN_PAYMENT),119
20,AMT_REQ_CREDIT_BUREAU_QRT,118
584,MIN(previous_app.STD(installments.AMT_PAYMENT)),117
17,LIVINGAPARTMENTS_MODE,117
1582,SKEW(bureau.STD(bureau_balance.MONTHS_BALANCE)),117
776,SUM(previous_app.MIN(cash.CNT_INSTALMENT)),117
439,SUM(previous_app.RATE_DOWN_PAYMENT),114
875,STD(previous_app.SUM(installments.AMT_INSTALMENT)),114
1105,SUM(previous_app.STD(installments.AMT_PAYMENT)),114
72,BASEMENTAREA_MODE,114
603,STD(previous_app.SKEW(cash.CNT_INSTALMENT_FUTURE)),114
1234,MEAN(previous_app.STD(cash.MONTHS_BALANCE)),114
218,MODE(previous_app.CODE_REJECT_REASON),113
644,SUM(previous_app.SKEW(installments.NUM_INSTALMENT_VERSION)),113
98,LIVINGAREA_MODE,112
454,MIN(previous_app.SELLERPLACE_AREA),112
12,COMMONAREA_AVG,111
1279,MEAN(bureau.NUM_UNIQUE(bureau_balance.STATUS)),111
488,SUM(bureau_balance.MONTHS_BALANCE),110
1406,MAX(previous_app.STD(installments.AMT_PAYMENT)),110
1354,MEAN(previous_app.SUM(installments.AMT_INSTALMENT)),110
359,SUM(cash.MONTHS_BALANCE),110
50,DEF_60_CNT_SOCIAL_CIRCLE,110
457,MAX(bureau.AMT_CREDIT_SUM_LIMIT),109
413,SKEW(previous_app.AMT_DOWN_PAYMENT),109
1302,SUM(previous_app.SKEW(installments.AMT_INSTALMENT)),109
1353,MIN(previous_app.STD(cash.CNT_INSTALMENT_FUTURE)),109
345,SKEW(bureau_balance.MONTHS_BALANCE),109
520,MEAN(previous_app.AMT_CREDIT),109
697,MAX(previous_app.MEAN(credit.CNT_DRAWINGS_ATM_CURRENT)),109
1071,MAX(previous_app.SKEW(installments.NUM_INSTALMENT_NUMBER)),108
511,SUM(previous_app.AMT_ANNUITY),108
656,MEAN(previous_app.SKEW(installments.NUM_INSTALMENT_VERSION)),107
591,MIN(previous_app.STD(installments.DAYS_ENTRY_PAYMENT)),107
45,LANDAREA_MEDI,107
348,MIN(previous_app.DAYS_DECISION),107
561,MEAN(installments.NUM_INSTALMENT_VERSION),107
61,YEARS_BUILD_MEDI,106
447,MEAN(previous_app.AMT_APPLICATION),106
978,STD(previous_app.SUM(cash.SK_ID_CURR)),106
645,MAX(previous_app.MEAN(installments.AMT_PAYMENT)),105
1214,STD(previous_app.SKEW(installments.AMT_INSTALMENT)),105
1054,STD(previous_app.SUM(installments.NUM_INSTALMENT_VERSION)),105
336,SKEW(previous_app.AMT_GOODS_PRICE),105
204,MIN(bureau.AMT_CREDIT_MAX_OVERDUE),103
1590,SKEW(bureau.NUM_UNIQUE(bureau_balance.STATUS)),102
927,MEAN(previous_app.MEAN(installments.NUM_INSTALMENT_VERSION)),101
613,MAX(previous_app.SUM(installments.DAYS_INSTALMENT)),101
1397,STD(previous_app.NUM_UNIQUE(cash.NAME_CONTRACT_STATUS)),101
1091,SUM(previous_app.SKEW(cash.CNT_INSTALMENT)),101
485,SUM(installments.NUM_INSTALMENT_VERSION),100
409,SKEW(previous_app.CNT_PAYMENT),100
241,SUM(previous_app.AMT_GOODS_PRICE),100
151,MEAN(installments.DAYS_INSTALMENT),100
149,STD(installments.NUM_INSTALMENT_VERSION),100
301,MAX(previous_app.CNT_PAYMENT),99
1434,MAX(previous_app.MIN(installments.AMT_INSTALMENT)),99
331,STD(installments.DAYS_INSTALMENT),99
104,NONLIVINGAREA_AVG,98
1163,MAX(previous_app.SUM(cash.MONTHS_BALANCE)),98
540,MAX(bureau.AMT_ANNUITY),98
1072,MEAN(bureau.STD(bureau_balance.MONTHS_BALANCE)),98
1627,STD(previous_app.MIN(installments.AMT_INSTALMENT)),98
285,MEAN(previous_app.DAYS_LAST_DUE),97
518,MIN(previous_app.AMT_CREDIT),96
501,MODE(previous_app.NAME_TYPE_SUITE),96
621,STD(previous_app.SUM(installments.DAYS_INSTALMENT)),96
897,SUM(previous_app.MEAN(cash.CNT_INSTALMENT_FUTURE)),96
430,MODE(previous_app.NAME_CONTRACT_STATUS),95
365,MEAN(credit.SK_DPD_DEF),95
482,SKEW(bureau.AMT_CREDIT_MAX_OVERDUE),95
497,MEAN(installments.AMT_INSTALMENT),95
945,STD(previous_app.MEAN(cash.CNT_INSTALMENT_FUTURE)),95
1200,MAX(previous_app.MEAN(installments.DAYS_ENTRY_PAYMENT)),94
1648,MAX(previous_app.SKEW(installments.DAYS_INSTALMENT)),93
139,STD(previous_app.AMT_CREDIT),93
378,MODE(previous_app.CHANNEL_TYPE),93
609,MAX(previous_app.SKEW(cash.SK_DPD)),92
88,OBS_60_CNT_SOCIAL_CIRCLE,92
238,STD(bureau.AMT_CREDIT_SUM_LIMIT),92
1457,MAX(previous_app.SUM(installments.SK_ID_CURR)),92
1609,MEAN(previous_app.STD(cash.SK_DPD_DEF)),92
1458,STD(bureau.SUM(bureau_balance.MONTHS_BALANCE)),91
498,MEAN(previous_app.DAYS_TERMINATION),91
1640,MEAN(previous_app.STD(installments.AMT_PAYMENT)),91
226,SUM(previous_app.DAYS_TERMINATION),91
187,MIN(bureau.AMT_CREDIT_SUM_LIMIT),90
435,SUM(cash.CNT_INSTALMENT),90
618,MEAN(previous_app.STD(installments.NUM_INSTALMENT_NUMBER)),89
928,SUM(previous_app.MIN(cash.SK_ID_CURR)),89
166,MEAN(cash.MONTHS_BALANCE),89
1688,STD(previous_app.MIN(cash.CNT_INSTALMENT)),89
237,MIN(previous_app.HOUR_APPR_PROCESS_START),89
1306,MAX(previous_app.STD(cash.CNT_INSTALMENT_FUTURE)),88
392,STD(cash.CNT_INSTALMENT),88
740,MEAN(previous_app.SUM(cash.CNT_INSTALMENT)),88
1488,MEAN(previous_app.STD(installments.NUM_INSTALMENT_VERSION)),88
729,STD(bureau.NUM_UNIQUE(bureau_balance.STATUS)),88
375,STD(bureau_balance.MONTHS_BALANCE),88
46,FLAG_DOCUMENT_18,87
211,MAX(previous_app.AMT_APPLICATION),87
277,STD(installments.DAYS_ENTRY_PAYMENT),87
910,MAX(previous_app.STD(installments.DAYS_ENTRY_PAYMENT)),87
795,MEAN(previous_app.STD(installments.AMT_INSTALMENT)),86
234,COUNT(bureau),86
670,SUM(previous_app.SKEW(installments.DAYS_INSTALMENT)),86
99,NONLIVINGAREA_MEDI,86
475,SUM(installments.AMT_INSTALMENT),86
1376,MAX(previous_app.SUM(cash.CNT_INSTALMENT_FUTURE)),86
709,MAX(previous_app.SKEW(cash.CNT_INSTALMENT)),85
1524,SKEW(bureau.MAX(bureau_balance.MONTHS_BALANCE)),85
1275,SUM(previous_app.SKEW(installments.NUM_INSTALMENT_NUMBER)),85
1598,STD(previous_app.MIN(installments.AMT_PAYMENT)),85
117,COMMONAREA_MODE,84
577,STD(bureau.COUNT(bureau_balance)),84
469,SKEW(bureau.AMT_CREDIT_SUM_LIMIT),84
351,STD(installments.AMT_PAYMENT),84
344,MIN(previous_app.DAYS_LAST_DUE_1ST_VERSION),84
1666,MIN(previous_app.SUM(cash.CNT_INSTALMENT)),84
341,MEAN(installments.NUM_INSTALMENT_NUMBER),83
942,MEAN(previous_app.MIN(cash.CNT_INSTALMENT)),83
867,STD(bureau.MIN(bureau_balance.MONTHS_BALANCE)),83
1007,SUM(previous_app.STD(installments.NUM_INSTALMENT_VERSION)),83
554,SUM(previous_app.AMT_CREDIT),83
790,SKEW(previous_app.MEAN(installments.AMT_PAYMENT)),82
1386,STD(previous_app.SUM(cash.MONTHS_BALANCE)),82
340,MEAN(previous_app.DAYS_LAST_DUE_1ST_VERSION),82
1008,MIN(previous_app.SUM(installments.DAYS_ENTRY_PAYMENT)),82
86,WEEKDAY_APPR_PROCESS_START,82
1063,SUM(previous_app.STD(cash.MONTHS_BALANCE)),82
207,MAX(credit.SK_ID_CURR),81
1381,SKEW(previous_app.MEAN(installments.AMT_INSTALMENT)),81
1243,MAX(previous_app.MEAN(cash.MONTHS_BALANCE)),81
1532,STD(previous_app.SKEW(cash.CNT_INSTALMENT)),81
462,STD(credit.CNT_DRAWINGS_ATM_CURRENT),81
1452,STD(previous_app.MEAN(installments.AMT_INSTALMENT)),81
346,MAX(previous_app.DAYS_FIRST_DUE),80
1521,MAX(previous_app.SUM(installments.NUM_INSTALMENT_VERSION)),80
1562,STD(previous_app.MEAN(installments.NUM_INSTALMENT_VERSION)),80
1028,SUM(previous_app.STD(cash.CNT_INSTALMENT_FUTURE)),79
906,STD(previous_app.SKEW(installments.AMT_PAYMENT)),79
423,SKEW(bureau.DAYS_ENDDATE_FACT),79
251,STD(previous_app.AMT_GOODS_PRICE),79
988,MIN(bureau.COUNT(bureau_balance)),79
1042,MEAN(previous_app.SUM(installments.DAYS_ENTRY_PAYMENT)),79
595,SKEW(bureau.MEAN(bureau_balance.MONTHS_BALANCE)),79
186,MAX(bureau.AMT_CREDIT_SUM_OVERDUE),79
1096,SUM(previous_app.STD(installments.DAYS_INSTALMENT)),78
1600,MEAN(previous_app.SUM(cash.CNT_INSTALMENT_FUTURE)),78
11,REG_CITY_NOT_LIVE_CITY,78
71,APARTMENTS_MEDI,78
1497,MEAN(previous_app.NUM_UNIQUE(cash.NAME_CONTRACT_STATUS)),78
309,SUM(previous_app.DAYS_FIRST_DUE),77
1649,MIN(previous_app.SUM(installments.AMT_PAYMENT)),77
858,MAX(previous_app.SUM(installments.AMT_INSTALMENT)),77
284,STD(previous_app.DAYS_FIRST_DUE),77
1069,MAX(previous_app.STD(installments.NUM_INSTALMENT_NUMBER)),77
782,MAX(previous_app.STD(installments.DAYS_INSTALMENT)),77
602,MAX(previous_app.MEAN(installments.NUM_INSTALMENT_VERSION)),77
1209,MAX(previous_app.SKEW(installments.AMT_INSTALMENT)),76
228,STD(installments.NUM_INSTALMENT_NUMBER),76
55,ENTRANCES_MEDI,76
100,LANDAREA_AVG,75
918,MIN(previous_app.SKEW(installments.NUM_INSTALMENT_VERSION)),75
381,STD(previous_app.AMT_APPLICATION),75
1125,MIN(previous_app.SUM(cash.CNT_INSTALMENT_FUTURE)),75
968,MIN(bureau.MEAN(bureau_balance.MONTHS_BALANCE)),74
826,MEAN(previous_app.MEAN(installments.AMT_PAYMENT)),74
530,MEAN(cash.SK_DPD_DEF),74
1053,SKEW(bureau.COUNT(bureau_balance)),74
1515,STD(previous_app.COUNT(installments)),73
427,STD(bureau.AMT_ANNUITY),73
120,NUM_UNIQUE(previous_app.NAME_CASH_LOAN_PURPOSE),73
1300,SUM(previous_app.STD(installments.DAYS_ENTRY_PAYMENT)),73
741,STD(previous_app.MAX(cash.MONTHS_BALANCE)),73
926,SKEW(previous_app.MEAN(cash.CNT_INSTALMENT_FUTURE)),73
973,SKEW(previous_app.MIN(installments.AMT_INSTALMENT)),72
996,MEAN(previous_app.MAX(installments.AMT_INSTALMENT)),72
266,STD(credit.AMT_CREDIT_LIMIT_ACTUAL),72
1118,SKEW(previous_app.SUM(installments.NUM_INSTALMENT_NUMBER)),72
367,MEAN(bureau.AMT_CREDIT_SUM_OVERDUE),72
857,SKEW(bureau.SUM(bureau_balance.MONTHS_BALANCE)),72
625,MAX(previous_app.MEAN(installments.AMT_INSTALMENT)),71
467,SKEW(credit.AMT_INST_MIN_REGULARITY),71
1250,MEAN(previous_app.SUM(cash.SK_DPD_DEF)),71
500,MEAN(bureau.AMT_ANNUITY),71
282,STD(installments.AMT_INSTALMENT),70
319,MIN(previous_app.AMT_APPLICATION),70
1086,MEAN(previous_app.MAX(installments.DAYS_ENTRY_PAYMENT)),70
1637,MIN(previous_app.STD(installments.NUM_INSTALMENT_NUMBER)),70
1681,SKEW(previous_app.STD(installments.AMT_PAYMENT)),70
1687,STD(previous_app.SUM(cash.CNT_INSTALMENT)),69
529,STD(previous_app.DAYS_LAST_DUE_1ST_VERSION),69
600,SUM(previous_app.STD(credit.CNT_DRAWINGS_ATM_CURRENT)),69
220,MEAN(credit.AMT_PAYMENT_CURRENT),68
539,MODE(previous_app.NAME_YIELD_GROUP),68
1489,STD(bureau.MEAN(bureau_balance.MONTHS_BALANCE)),68
1447,MEAN(previous_app.MEAN(credit.CNT_DRAWINGS_ATM_CURRENT)),68
76,ENTRANCES_AVG,67
119,FLAG_DOCUMENT_16,67
36,NAME_INCOME_TYPE,67
1211,STD(previous_app.MIN(cash.MONTHS_BALANCE)),67
1614,MAX(previous_app.SUM(installments.DAYS_ENTRY_PAYMENT)),66
1298,MEAN(previous_app.MIN(cash.MONTHS_BALANCE)),66
1375,MEAN(previous_app.STD(installments.DAYS_ENTRY_PAYMENT)),65
459,SUM(credit.AMT_CREDIT_LIMIT_ACTUAL),65
374,MEAN(bureau_balance.MONTHS_BALANCE),65
267,MODE(previous_app.WEEKDAY_APPR_PROCESS_START),64
1473,SUM(previous_app.MEAN(installments.AMT_INSTALMENT)),64
1453,MAX(previous_app.STD(installments.AMT_INSTALMENT)),64
1166,SKEW(previous_app.STD(cash.CNT_INSTALMENT_FUTURE)),64
1339,SKEW(previous_app.SUM(installments.AMT_PAYMENT)),63
90,NAME_HOUSING_TYPE,63
1465,SKEW(previous_app.SUM(installments.NUM_INSTALMENT_VERSION)),63
412,SKEW(credit.AMT_DRAWINGS_ATM_CURRENT),63
556,MEAN(installments.DAYS_ENTRY_PAYMENT),63
735,MEAN(previous_app.SKEW(cash.SK_DPD_DEF)),62
91,LIVINGAREA_AVG,62
339,SUM(installments.NUM_INSTALMENT_NUMBER),62
1516,MEAN(previous_app.MEAN(installments.AMT_INSTALMENT)),62
819,SUM(previous_app.STD(installments.NUM_INSTALMENT_NUMBER)),62
653,MIN(previous_app.STD(credit.CNT_DRAWINGS_CURRENT)),62
369,MAX(installments.SK_ID_CURR),62
1327,MAX(previous_app.SKEW(installments.NUM_INSTALMENT_VERSION)),62
401,SUM(cash.CNT_INSTALMENT_FUTURE),62
478,MEAN(credit.CNT_DRAWINGS_CURRENT),62
1249,MIN(previous_app.MEAN(credit.CNT_DRAWINGS_ATM_CURRENT)),61
677,MEAN(previous_app.MAX(cash.MONTHS_BALANCE)),61
37,AMT_REQ_CREDIT_BUREAU_YEAR,61
1085,MIN(previous_app.SUM(installments.NUM_INSTALMENT_VERSION)),60
1186,STD(previous_app.MAX(installments.NUM_INSTALMENT_NUMBER)),60
9,CNT_FAM_MEMBERS,60
675,STD(previous_app.MEAN(installments.AMT_PAYMENT)),59
683,MEAN(bureau.MEAN(bureau_balance.MONTHS_BALANCE)),59
1206,MAX(previous_app.MEAN(installments.DAYS_INSTALMENT)),59
1225,MAX(previous_app.SUM(cash.CNT_INSTALMENT)),59
75,YEARS_BUILD_MODE,59
1542,MEAN(previous_app.MEAN(cash.CNT_INSTALMENT)),58
809,MEAN(previous_app.MEAN(installments.DAYS_ENTRY_PAYMENT)),58
112,APARTMENTS_AVG,58
1104,SUM(previous_app.STD(credit.CNT_DRAWINGS_CURRENT)),58
1320,SKEW(previous_app.SUM(cash.MONTHS_BALANCE)),58
1608,MEAN(previous_app.SUM(installments.NUM_INSTALMENT_NUMBER)),58
1037,MEAN(previous_app.MAX(installments.NUM_INSTALMENT_NUMBER)),58
1266,SUM(previous_app.MEAN(installments.NUM_INSTALMENT_NUMBER)),57
702,STD(previous_app.SUM(cash.CNT_INSTALMENT_FUTURE)),57
29,NONLIVINGAPARTMENTS_MEDI,56
357,SUM(bureau.AMT_CREDIT_SUM_LIMIT),56
146,COUNT(bureau_balance),56
571,SUM(previous_app.MIN(installments.DAYS_INSTALMENT)),55
1484,SUM(previous_app.MEAN(cash.CNT_INSTALMENT)),55
830,MEAN(previous_app.STD(installments.DAYS_INSTALMENT)),55
1408,STD(previous_app.MAX(installments.DAYS_ENTRY_PAYMENT)),55
114,WALLSMATERIAL_MODE,55
1067,SKEW(bureau.MIN(bureau_balance.MONTHS_BALANCE)),55
142,SUM(credit.CNT_DRAWINGS_ATM_CURRENT),55
307,SKEW(credit.CNT_DRAWINGS_ATM_CURRENT),55
1344,MEAN(bureau.SUM(bureau_balance.MONTHS_BALANCE)),54
531,SUM(installments.DAYS_INSTALMENT),54
432,STD(credit.AMT_PAYMENT_CURRENT),54
180,STD(bureau.AMT_CREDIT_SUM_OVERDUE),54
1294,MAX(previous_app.MIN(installments.DAYS_INSTALMENT)),53
947,SUM(previous_app.MAX(installments.AMT_INSTALMENT)),53
1089,STD(previous_app.MIN(installments.DAYS_ENTRY_PAYMENT)),53
1297,STD(previous_app.MAX(installments.NUM_INSTALMENT_VERSION)),53
140,MAX(installments.AMT_INSTALMENT),53
981,STD(previous_app.SUM(installments.SK_ID_CURR)),52
103,YEARS_BEGINEXPLUATATION_AVG,52
661,SKEW(previous_app.SUM(cash.CNT_INSTALMENT)),52
300,SKEW(previous_app.DAYS_LAST_DUE),52
785,STD(previous_app.MAX(installments.AMT_INSTALMENT)),51
265,MIN(bureau.AMT_ANNUITY),51
1204,MAX(previous_app.MEAN(credit.AMT_TOTAL_RECEIVABLE)),51
330,SKEW(cash.SK_DPD),51
138,MEAN(cash.CNT_INSTALMENT),50
1045,SUM(bureau.MEAN(bureau_balance.MONTHS_BALANCE)),50
472,MEAN(credit.AMT_CREDIT_LIMIT_ACTUAL),50
718,MIN(previous_app.SKEW(cash.CNT_INSTALMENT)),50
275,STD(credit.CNT_DRAWINGS_CURRENT),50
40,LIVINGAPARTMENTS_MEDI,49
434,MIN(previous_app.DAYS_LAST_DUE),49
1584,MIN(previous_app.SUM(installments.DAYS_INSTALMENT)),49
190,SUM(credit.MONTHS_BALANCE),48
233,SKEW(previous_app.DAYS_FIRST_DUE),48
68,YEARS_BUILD_AVG,48
1022,MEAN(previous_app.MIN(installments.NUM_INSTALMENT_VERSION)),48
967,MIN(previous_app.STD(credit.CNT_DRAWINGS_ATM_CURRENT)),47
311,SKEW(credit.CNT_INSTALMENT_MATURE_CUM),47
913,MIN(previous_app.STD(cash.SK_DPD_DEF)),47
256,MIN(previous_app.DAYS_TERMINATION),47
676,MEAN(bureau.MAX(bureau_balance.MONTHS_BALANCE)),47
1615,STD(previous_app.SUM(installments.DAYS_ENTRY_PAYMENT)),47
335,SUM(bureau.AMT_ANNUITY),46
989,MIN(previous_app.MEAN(cash.CNT_INSTALMENT)),46
293,SUM(installments.DAYS_ENTRY_PAYMENT),46
1487,MAX(previous_app.MIN(installments.DAYS_ENTRY_PAYMENT)),46
689,MEAN(previous_app.MAX(cash.CNT_INSTALMENT)),46
1366,SUM(previous_app.MEAN(credit.CNT_DRAWINGS_ATM_CURRENT)),46
958,SKEW(previous_app.MAX(installments.AMT_PAYMENT)),46
4,FLAG_PHONE,46
1645,SUM(previous_app.STD(installments.AMT_INSTALMENT)),46
131,SKEW(credit.AMT_CREDIT_LIMIT_ACTUAL),46
753,SUM(previous_app.MEAN(cash.SK_DPD_DEF)),46
916,MEAN(previous_app.MAX(cash.SK_DPD_DEF)),46
1252,MIN(bureau.MAX(bureau_balance.MONTHS_BALANCE)),46
1121,MIN(previous_app.MEAN(installments.DAYS_ENTRY_PAYMENT)),45
1342,MEAN(previous_app.MEAN(cash.SK_DPD_DEF)),45
197,MAX(installments.AMT_PAYMENT),45
751,MEAN(previous_app.SKEW(credit.CNT_INSTALMENT_MATURE_CUM)),45
1326,MEAN(previous_app.MIN(installments.DAYS_ENTRY_PAYMENT)),45
73,LIVINGAPARTMENTS_AVG,45
438,STD(previous_app.NFLAG_INSURED_ON_APPROVAL),44
534,SKEW(previous_app.DAYS_TERMINATION),44
658,STD(previous_app.COUNT(credit)),44
34,FLOORSMIN_MODE,44
213,SKEW(previous_app.DAYS_LAST_DUE_1ST_VERSION),44
181,STD(credit.AMT_INST_MIN_REGULARITY),44
196,MIN(credit.AMT_BALANCE),44
771,MEAN(previous_app.SKEW(cash.SK_DPD)),43
1044,MAX(bureau.COUNT(bureau_balance)),43
1480,MEAN(previous_app.MAX(cash.CNT_INSTALMENT_FUTURE)),43
1009,MAX(previous_app.MEAN(credit.CNT_DRAWINGS_CURRENT)),43
1043,MAX(bureau.MEAN(bureau_balance.MONTHS_BALANCE)),42
610,MIN(previous_app.MAX(installments.DAYS_ENTRY_PAYMENT)),42
85,BASEMENTAREA_MEDI,42
884,MAX(bureau.SUM(bureau_balance.MONTHS_BALANCE)),42
1244,STD(previous_app.SUM(installments.NUM_INSTALMENT_NUMBER)),42
1187,STD(previous_app.MAX(cash.SK_DPD_DEF)),42
700,SUM(previous_app.MAX(cash.CNT_INSTALMENT_FUTURE)),42
1139,MIN(previous_app.SKEW(cash.SK_DPD)),42
1334,SUM(previous_app.MAX(cash.CNT_INSTALMENT)),42
1550,STD(previous_app.MEAN(cash.MONTHS_BALANCE)),41
66,FLOORSMIN_AVG,41
322,STD(cash.SK_DPD_DEF),41
1001,STD(previous_app.MEAN(cash.SK_DPD)),41
1591,MEAN(previous_app.MEAN(cash.MONTHS_BALANCE)),41
1170,STD(previous_app.MEAN(installments.DAYS_INSTALMENT)),41
1285,SKEW(previous_app.STD(installments.NUM_INSTALMENT_VERSION)),41
516,SKEW(credit.AMT_PAYMENT_CURRENT),41
280,MAX(previous_app.DAYS_LAST_DUE),41
1019,MAX(previous_app.MIN(cash.MONTHS_BALANCE)),40
1656,MAX(previous_app.SKEW(cash.SK_DPD_DEF)),40
244,STD(credit.AMT_RECIVABLE),40
707,SUM(previous_app.SKEW(cash.SK_DPD_DEF)),40
1471,SKEW(previous_app.SUM(installments.AMT_INSTALMENT)),39
390,MEAN(credit.AMT_DRAWINGS_ATM_CURRENT),39
39,FLAG_DOCUMENT_13,39
922,MIN(previous_app.STD(cash.CNT_INSTALMENT)),39
480,SKEW(credit.AMT_PAYMENT_TOTAL_CURRENT),39
159,SKEW(cash.SK_DPD_DEF),39
106,FLOORSMAX_AVG,39
704,SUM(previous_app.SKEW(credit.CNT_DRAWINGS_ATM_CURRENT)),38
716,SUM(previous_app.STD(cash.SK_DPD_DEF)),38
1530,MEAN(previous_app.SUM(installments.DAYS_INSTALMENT)),38
1154,MAX(previous_app.MEAN(credit.AMT_BALANCE)),37
1441,MEAN(previous_app.MAX(installments.NUM_INSTALMENT_VERSION)),37
1469,STD(previous_app.MAX(installments.DAYS_INSTALMENT)),37
841,STD(bureau.MAX(bureau_balance.MONTHS_BALANCE)),37
102,OBS_30_CNT_SOCIAL_CIRCLE,37
1038,SKEW(previous_app.MIN(installments.AMT_PAYMENT)),37
1083,MEAN(previous_app.MEAN(installments.DAYS_INSTALMENT)),37
111,ENTRANCES_MODE,37
692,MEAN(bureau.MIN(bureau_balance.MONTHS_BALANCE)),36
949,STD(previous_app.MAX(cash.CNT_INSTALMENT)),36
144,MEAN(credit.AMT_RECIVABLE),36
1270,SKEW(previous_app.STD(installments.DAYS_INSTALMENT)),36
878,SKEW(previous_app.MIN(cash.MONTHS_BALANCE)),36
1000,MAX(previous_app.SKEW(credit.AMT_CREDIT_LIMIT_ACTUAL)),36
1672,SUM(previous_app.SKEW(credit.AMT_CREDIT_LIMIT_ACTUAL)),36
397,MAX(credit.AMT_PAYMENT_CURRENT),36
155,SKEW(credit.CNT_DRAWINGS_POS_CURRENT),36
16,ELEVATORS_AVG,36
691,STD(previous_app.MIN(installments.NUM_INSTALMENT_VERSION)),35
77,NONLIVINGAPARTMENTS_MODE,35
1359,STD(previous_app.MAX(installments.AMT_PAYMENT)),35
137,MIN(cash.CNT_INSTALMENT),35
1560,SKEW(previous_app.STD(cash.CNT_INSTALMENT)),35
18,FLOORSMAX_MODE,35
350,SKEW(bureau.AMT_ANNUITY),35
1684,MEAN(previous_app.MEAN(installments.NUM_INSTALMENT_NUMBER)),35
1108,SUM(previous_app.SKEW(cash.SK_DPD)),35
1088,STD(previous_app.MEAN(cash.CNT_INSTALMENT)),35
1664,SKEW(previous_app.SUM(installments.DAYS_INSTALMENT)),35
723,MAX(previous_app.STD(credit.CNT_DRAWINGS_ATM_CURRENT)),34
129,MAX(previous_app.DAYS_TERMINATION),34
671,SUM(bureau.MAX(bureau_balance.MONTHS_BALANCE)),34
985,SUM(previous_app.MAX(installments.NUM_INSTALMENT_NUMBER)),34
1686,MEAN(previous_app.MAX(installments.AMT_PAYMENT)),34
1308,SUM(previous_app.STD(credit.AMT_CREDIT_LIMIT_ACTUAL)),34
514,MIN(previous_app.DAYS_FIRST_DUE),34
839,STD(previous_app.SKEW(cash.SK_DPD_DEF)),34
526,SKEW(bureau.CNT_CREDIT_PROLONG),33
1378,SKEW(previous_app.MEAN(cash.MONTHS_BALANCE)),33
977,MIN(previous_app.COUNT(installments)),33
573,SUM(previous_app.SKEW(credit.AMT_INST_MIN_REGULARITY)),33
7,REGION_RATING_CLIENT,32
1546,SUM(previous_app.MEAN(installments.DAYS_ENTRY_PAYMENT)),32
1051,STD(previous_app.MEAN(cash.SK_DPD_DEF)),32
1113,MEAN(previous_app.SKEW(credit.AMT_CREDIT_LIMIT_ACTUAL)),32
1492,SUM(previous_app.MAX(cash.MONTHS_BALANCE)),32
1189,MAX(previous_app.STD(cash.MONTHS_BALANCE)),31
1151,MEAN(previous_app.STD(credit.CNT_DRAWINGS_CURRENT)),31
1024,MAX(previous_app.MEAN(cash.SK_DPD)),31
1604,MAX(previous_app.MEAN(cash.CNT_INSTALMENT)),31
890,MIN(previous_app.STD(installments.DAYS_INSTALMENT)),31
57,CNT_CHILDREN,31
489,SUM(credit.SK_ID_CURR),31
657,MIN(previous_app.STD(cash.MONTHS_BALANCE)),31
1450,SKEW(previous_app.STD(installments.DAYS_ENTRY_PAYMENT)),31
1161,SKEW(previous_app.MEAN(installments.NUM_INSTALMENT_VERSION)),31
649,SUM(bureau.MIN(bureau_balance.MONTHS_BALANCE)),31
1482,MEAN(previous_app.STD(credit.CNT_DRAWINGS_ATM_CURRENT)),30
466,MIN(credit.AMT_CREDIT_LIMIT_ACTUAL),30
1548,MIN(previous_app.MEAN(installments.DAYS_INSTALMENT)),30
278,COUNT(cash),30
21,COMMONAREA_MEDI,30
1395,MIN(previous_app.MEAN(credit.AMT_BALANCE)),30
1448,MEAN(previous_app.MEAN(credit.CNT_DRAWINGS_CURRENT)),30
246,NUM_UNIQUE(previous_app.NAME_PRODUCT_TYPE),30
203,SKEW(credit.CNT_DRAWINGS_CURRENT),30
1506,MEAN(previous_app.MAX(installments.DAYS_INSTALMENT)),29
728,MEAN(previous_app.SUM(credit.CNT_DRAWINGS_ATM_CURRENT)),29
249,MIN(previous_app.CNT_PAYMENT),29
70,NONLIVINGAPARTMENTS_AVG,29
1387,MIN(previous_app.SUM(credit.SK_ID_CURR)),29
1685,SUM(previous_app.MAX(installments.DAYS_ENTRY_PAYMENT)),29
937,SKEW(previous_app.MEAN(installments.NUM_INSTALMENT_NUMBER)),29
755,MAX(previous_app.SUM(cash.SK_DPD)),29
174,MAX(credit.AMT_INST_MIN_REGULARITY),29
1404,MIN(previous_app.MEAN(cash.MONTHS_BALANCE)),29
793,SKEW(previous_app.MEAN(installments.DAYS_INSTALMENT)),28
727,MIN(previous_app.NUM_UNIQUE(credit.NAME_CONTRACT_STATUS)),28
1106,MAX(previous_app.MEAN(cash.SK_DPD_DEF)),28
1148,MAX(previous_app.MEAN(credit.AMT_PAYMENT_CURRENT)),28
1055,MAX(previous_app.SUM(installments.NUM_INSTALMENT_NUMBER)),28
383,MIN(bureau_balance.MONTHS_BALANCE),28
173,SKEW(credit.AMT_RECEIVABLE_PRINCIPAL),28
165,MAX(cash.SK_DPD_DEF),28
604,MIN(previous_app.MEAN(credit.AMT_CREDIT_LIMIT_ACTUAL)),28
747,MIN(previous_app.MEAN(installments.NUM_INSTALMENT_VERSION)),28
1077,MIN(previous_app.COUNT(cash)),27
788,MAX(previous_app.SUM(cash.SK_DPD_DEF)),27
1574,STD(previous_app.SKEW(cash.SK_DPD)),27
1399,SUM(previous_app.MIN(cash.MONTHS_BALANCE)),27
1680,STD(previous_app.MIN(installments.DAYS_INSTALMENT)),27
1382,SKEW(previous_app.MIN(installments.DAYS_ENTRY_PAYMENT)),27
161,MAX(credit.CNT_DRAWINGS_CURRENT),27
564,MIN(previous_app.MAX(installments.DAYS_INSTALMENT)),27
273,MAX(credit.AMT_DRAWINGS_ATM_CURRENT),27
939,SUM(previous_app.MAX(credit.CNT_DRAWINGS_CURRENT)),26
1540,SKEW(previous_app.STD(installments.AMT_INSTALMENT)),26
754,SUM(previous_app.MEAN(credit.CNT_DRAWINGS_CURRENT)),26
552,STD(credit.AMT_DRAWINGS_POS_CURRENT),26
510,COUNT(installments),26
51,AMT_REQ_CREDIT_BUREAU_MON,26
1468,MIN(previous_app.SKEW(cash.SK_DPD_DEF)),26
1400,SKEW(previous_app.MAX(installments.AMT_INSTALMENT)),26
458,STD(credit.CNT_DRAWINGS_POS_CURRENT),26
1461,SKEW(previous_app.MEAN(installments.DAYS_ENTRY_PAYMENT)),26
815,SKEW(previous_app.SUM(cash.CNT_INSTALMENT_FUTURE)),26
408,STD(credit.AMT_DRAWINGS_OTHER_CURRENT),26
1235,MIN(previous_app.SKEW(credit.AMT_CREDIT_LIMIT_ACTUAL)),26
521,NUM_UNIQUE(previous_app.PRODUCT_COMBINATION),26
1301,STD(previous_app.MAX(cash.CNT_INSTALMENT_FUTURE)),26
1041,MEAN(previous_app.COUNT(credit)),25
279,MAX(credit.AMT_DRAWINGS_CURRENT),25
429,MIN(credit.AMT_PAYMENT_CURRENT),25
881,MEAN(previous_app.SUM(credit.AMT_CREDIT_LIMIT_ACTUAL)),25
960,MIN(bureau.SUM(bureau_balance.MONTHS_BALANCE)),25
354,MIN(installments.DAYS_INSTALMENT),25
1432,SKEW(previous_app.STD(cash.MONTHS_BALANCE)),25
1046,STD(previous_app.MEAN(installments.DAYS_ENTRY_PAYMENT)),25
615,MEAN(previous_app.STD(cash.SK_DPD)),24
1012,MAX(bureau.NUM_UNIQUE(bureau_balance.STATUS)),24
660,MIN(previous_app.MEAN(installments.NUM_INSTALMENT_NUMBER)),24
1287,MAX(previous_app.MEAN(installments.NUM_INSTALMENT_NUMBER)),24
637,SUM(previous_app.MIN(installments.DAYS_ENTRY_PAYMENT)),24
1660,MEAN(bureau.COUNT(bureau_balance)),24
1149,SKEW(previous_app.STD(installments.NUM_INSTALMENT_NUMBER)),24
1216,MEAN(previous_app.MEAN(credit.AMT_CREDIT_LIMIT_ACTUAL)),23
1470,SUM(previous_app.MAX(installments.AMT_PAYMENT)),23
240,MAX(installments.NUM_INSTALMENT_NUMBER),23
555,MIN(credit.AMT_RECEIVABLE_PRINCIPAL),23
133,NUM_UNIQUE(bureau.CREDIT_ACTIVE),23
483,SKEW(credit.AMT_DRAWINGS_CURRENT),23
1589,MIN(previous_app.MEAN(credit.AMT_PAYMENT_TOTAL_CURRENT)),23
693,MIN(previous_app.MAX(credit.CNT_DRAWINGS_CURRENT)),23
219,SKEW(credit.AMT_TOTAL_RECEIVABLE),23
1147,MIN(previous_app.SUM(installments.NUM_INSTALMENT_NUMBER)),22
1198,MAX(previous_app.MIN(cash.CNT_INSTALMENT)),22
373,MIN(installments.DAYS_ENTRY_PAYMENT),22
398,NUM_UNIQUE(previous_app.WEEKDAY_APPR_PROCESS_START),22
1316,SUM(previous_app.MAX(installments.DAYS_INSTALMENT)),22
963,MAX(previous_app.STD(credit.CNT_DRAWINGS_CURRENT)),22
262,MAX(bureau_balance.MONTHS_BALANCE),22
984,STD(previous_app.SUM(cash.SK_DPD_DEF)),22
605,MIN(previous_app.STD(installments.NUM_INSTALMENT_VERSION)),22
1445,SUM(previous_app.MEAN(cash.MONTHS_BALANCE)),22
797,SUM(previous_app.SKEW(credit.CNT_INSTALMENT_MATURE_CUM)),22
194,MAX(credit.CNT_DRAWINGS_POS_CURRENT),22
1499,MAX(previous_app.MEAN(credit.AMT_RECEIVABLE_PRINCIPAL)),22
44,FLAG_OWN_CAR,21
789,SKEW(previous_app.NUM_UNIQUE(cash.NAME_CONTRACT_STATUS)),21
377,SUM(credit.CNT_DRAWINGS_CURRENT),21
259,MAX(credit.AMT_DRAWINGS_POS_CURRENT),21
1011,SKEW(previous_app.MAX(installments.DAYS_INSTALMENT)),21
569,MAX(previous_app.STD(cash.SK_DPD_DEF)),21
110,FLOORSMAX_MEDI,21
141,SUM(previous_app.DAYS_FIRST_DRAWING),21
1567,SUM(previous_app.MEAN(installments.DAYS_INSTALMENT)),21
578,SUM(previous_app.MEAN(credit.SK_ID_CURR)),21
1472,MIN(previous_app.NUM_UNIQUE(cash.NAME_CONTRACT_STATUS)),21
1643,SKEW(previous_app.MAX(cash.MONTHS_BALANCE)),21
160,SUM(credit.AMT_DRAWINGS_CURRENT),21
223,MEAN(credit.AMT_RECEIVABLE_PRINCIPAL),21
123,MIN(credit.AMT_TOTAL_RECEIVABLE),21
464,STD(credit.AMT_DRAWINGS_ATM_CURRENT),21
1097,STD(previous_app.MEAN(installments.NUM_INSTALMENT_NUMBER)),21
515,SKEW(credit.AMT_DRAWINGS_POS_CURRENT),20
431,MEAN(credit.AMT_PAYMENT_TOTAL_CURRENT),20
269,MIN(cash.CNT_INSTALMENT_FUTURE),20
512,SUM(bureau.AMT_CREDIT_SUM_OVERDUE),20
667,SUM(previous_app.MIN(credit.AMT_TOTAL_RECEIVABLE)),20
576,MEAN(previous_app.SKEW(credit.CNT_DRAWINGS_CURRENT)),20
714,MEAN(previous_app.MEAN(cash.SK_DPD)),20
1207,SKEW(previous_app.MAX(installments.DAYS_ENTRY_PAYMENT)),19
170,SUM(credit.AMT_PAYMENT_CURRENT),19
1638,SUM(bureau.STD(bureau_balance.MONTHS_BALANCE)),19
484,MIN(cash.MONTHS_BALANCE),19
513,NUM_UNIQUE(previous_app.CHANNEL_TYPE),19
565,SKEW(previous_app.COUNT(credit)),19
624,SKEW(previous_app.SUM(installments.DAYS_ENTRY_PAYMENT)),19
903,SUM(previous_app.MEAN(credit.AMT_PAYMENT_TOTAL_CURRENT)),19
1153,MEAN(previous_app.MEAN(credit.AMT_BALANCE)),19
1533,SUM(bureau.NUM_UNIQUE(bureau_balance.STATUS)),19
334,STD(credit.AMT_BALANCE),19
1391,MAX(bureau.MIN(bureau_balance.MONTHS_BALANCE)),19
337,NUM_UNIQUE(previous_app.NAME_PAYMENT_TYPE),19
997,MAX(previous_app.MIN(credit.AMT_RECIVABLE)),18
122,MEAN(credit.AMT_DRAWINGS_POS_CURRENT),18
1675,SKEW(previous_app.MAX(cash.CNT_INSTALMENT)),18
385,STD(credit.AMT_DRAWINGS_CURRENT),18
215,NUM_UNIQUE(bureau.CREDIT_TYPE),18
283,SUM(previous_app.RATE_INTEREST_PRIVILEGED),18
465,STD(credit.CNT_DRAWINGS_OTHER_CURRENT),18
247,STD(previous_app.DAYS_FIRST_DRAWING),18
1401,MIN(previous_app.STD(credit.AMT_CREDIT_LIMIT_ACTUAL)),18
297,SUM(credit.AMT_TOTAL_RECEIVABLE),18
848,SUM(previous_app.MEAN(credit.AMT_BALANCE)),17
836,MAX(previous_app.SKEW(credit.AMT_INST_MIN_REGULARITY)),17
1610,MAX(previous_app.COUNT(cash)),17
1309,MAX(previous_app.MEAN(credit.MONTHS_BALANCE)),17
479,MAX(cash.CNT_INSTALMENT),17
1575,MAX(previous_app.NUM_UNIQUE(cash.NAME_CONTRACT_STATUS)),17
938,MEAN(previous_app.MAX(credit.CNT_DRAWINGS_CURRENT)),17
171,MEAN(bureau.CREDIT_DAY_OVERDUE),17
126,MAX(bureau.CREDIT_DAY_OVERDUE),17
127,MEAN(credit.AMT_INST_MIN_REGULARITY),17
1653,MAX(bureau.STD(bureau_balance.MONTHS_BALANCE)),17
128,NUM_UNIQUE(cash.NAME_CONTRACT_STATUS),17
931,SUM(previous_app.MEAN(credit.AMT_DRAWINGS_ATM_CURRENT)),16
1226,MAX(previous_app.COUNT(installments)),16
1616,MEAN(previous_app.SKEW(credit.AMT_DRAWINGS_CURRENT)),16
1523,MIN(previous_app.SUM(credit.AMT_CREDIT_LIMIT_ACTUAL)),16
169,NUM_UNIQUE(previous_app.NAME_GOODS_CATEGORY),16
1111,MIN(previous_app.MEAN(credit.AMT_RECEIVABLE_PRINCIPAL)),16
1142,MEAN(previous_app.SUM(credit.AMT_PAYMENT_TOTAL_CURRENT)),16
1288,MIN(previous_app.MAX(cash.CNT_INSTALMENT_FUTURE)),16
481,SUM(credit.CNT_DRAWINGS_POS_CURRENT),16
1323,MIN(bureau.NUM_UNIQUE(bureau_balance.STATUS)),16
393,NUM_UNIQUE(previous_app.NAME_TYPE_SUITE),16
1265,SUM(previous_app.MEAN(credit.AMT_TOTAL_RECEIVABLE)),16
419,MAX(credit.AMT_BALANCE),16
896,SKEW(previous_app.MIN(installments.NUM_INSTALMENT_VERSION)),16
1100,MEAN(previous_app.MAX(cash.SK_DPD)),16
356,SUM(credit.AMT_DRAWINGS_ATM_CURRENT),16
720,SUM(previous_app.MIN(credit.AMT_CREDIT_LIMIT_ACTUAL)),16
93,REG_CITY_NOT_WORK_CITY,16
389,MAX(credit.AMT_TOTAL_RECEIVABLE),15
14,HOUSETYPE_MODE,15
780,MIN(previous_app.MEAN(credit.AMT_DRAWINGS_ATM_CURRENT)),15
551,NUM_UNIQUE(previous_app.NAME_YIELD_GROUP),15
872,MEAN(previous_app.SKEW(credit.AMT_RECEIVABLE_PRINCIPAL)),15
912,SKEW(previous_app.MAX(installments.NUM_INSTALMENT_VERSION)),15
62,AMT_REQ_CREDIT_BUREAU_WEEK,15
834,SKEW(previous_app.MEAN(cash.CNT_INSTALMENT)),15
835,MIN(previous_app.MAX(installments.NUM_INSTALMENT_VERSION)),15
1462,SUM(previous_app.MEAN(credit.AMT_PAYMENT_CURRENT)),15
80,AMT_REQ_CREDIT_BUREAU_DAY,15
268,MEAN(previous_app.NFLAG_LAST_APPL_IN_DAY),15
405,SUM(credit.SK_DPD),15
83,FLOORSMIN_MEDI,15
517,MAX(previous_app.AMT_GOODS_PRICE),15
838,MIN(previous_app.MAX(cash.CNT_INSTALMENT)),15
205,NUM_UNIQUE(bureau_balance.STATUS),15
1246,MIN(previous_app.SKEW(credit.AMT_PAYMENT_CURRENT)),14
851,SKEW(previous_app.MIN(cash.CNT_INSTALMENT_FUTURE)),14
195,MEAN(credit.CNT_DRAWINGS_POS_CURRENT),14
1095,MIN(previous_app.MAX(cash.SK_DPD)),14
1583,MIN(previous_app.STD(cash.SK_DPD)),14
640,MAX(previous_app.STD(cash.SK_DPD)),14
172,MEAN(credit.AMT_DRAWINGS_CURRENT),14
944,MEAN(previous_app.STD(credit.AMT_PAYMENT_CURRENT)),14
1507,MEAN(previous_app.MIN(installments.DAYS_INSTALMENT)),14
455,SUM(cash.SK_DPD_DEF),14
1416,MEAN(previous_app.SUM(cash.SK_DPD)),14
1240,SUM(previous_app.MEAN(cash.SK_DPD)),14
1070,MIN(previous_app.MAX(credit.AMT_PAYMENT_CURRENT)),14
492,MAX(credit.AMT_CREDIT_LIMIT_ACTUAL),14
292,MEAN(credit.AMT_BALANCE),14
362,SUM(credit.AMT_INST_MIN_REGULARITY),13
395,STD(cash.SK_DPD),13
368,MEAN(cash.SK_DPD),13
1565,MIN(previous_app.SUM(credit.CNT_DRAWINGS_CURRENT)),13
65,ELEVATORS_MODE,13
1032,SKEW(previous_app.SUM(installments.SK_ID_CURR)),13
929,MIN(previous_app.SUM(cash.SK_DPD)),13
951,MIN(previous_app.MEAN(credit.AMT_TOTAL_RECEIVABLE)),13
176,STD(credit.AMT_PAYMENT_TOTAL_CURRENT),13
870,MIN(previous_app.MAX(credit.AMT_DRAWINGS_POS_CURRENT)),13
598,SUM(previous_app.NUM_UNIQUE(cash.NAME_CONTRACT_STATUS)),13
1195,MIN(previous_app.SUM(credit.AMT_PAYMENT_CURRENT)),13
97,FLAG_DOCUMENT_9,13
1642,MIN(previous_app.STD(credit.AMT_RECEIVABLE_PRINCIPAL)),13
639,MAX(previous_app.MIN(credit.CNT_DRAWINGS_POS_CURRENT)),13
1010,NUM_UNIQUE(bureau.MODE(bureau_balance.STATUS)),13
305,SKEW(previous_app.NFLAG_INSURED_ON_APPROVAL),13
433,SUM(credit.AMT_PAYMENT_TOTAL_CURRENT),13
1098,MAX(previous_app.SUM(credit.AMT_PAYMENT_CURRENT)),12
1002,SKEW(previous_app.MIN(cash.CNT_INSTALMENT)),12
1109,MIN(previous_app.SKEW(credit.AMT_RECEIVABLE_PRINCIPAL)),12
930,MIN(previous_app.SKEW(credit.AMT_DRAWINGS_CURRENT)),12
1146,SKEW(previous_app.SUM(cash.SK_ID_CURR)),12
966,MIN(previous_app.MEAN(credit.AMT_DRAWINGS_CURRENT)),12
879,SKEW(previous_app.SUM(cash.SK_DPD)),12
1220,MIN(previous_app.SKEW(credit.AMT_BALANCE)),12
1511,MIN(previous_app.MEAN(credit.AMT_PAYMENT_CURRENT)),12
1351,MEAN(previous_app.SUM(credit.AMT_PAYMENT_CURRENT)),12
360,STD(bureau.CNT_CREDIT_PROLONG),12
634,SUM(previous_app.MAX(installments.NUM_INSTALMENT_VERSION)),12
420,MIN(credit.AMT_INST_MIN_REGULARITY),12
1355,STD(previous_app.MAX(cash.SK_DPD)),12
332,MAX(credit.AMT_DRAWINGS_OTHER_CURRENT),12
448,SUM(credit.AMT_DRAWINGS_POS_CURRENT),12
437,NUM_UNIQUE(previous_app.NAME_SELLER_INDUSTRY),12
163,SUM(credit.CNT_INSTALMENT_MATURE_CUM),12
628,SKEW(previous_app.MAX(installments.NUM_INSTALMENT_NUMBER)),12
1293,SKEW(previous_app.MAX(cash.CNT_INSTALMENT_FUTURE)),11
917,MIN(previous_app.STD(credit.CNT_DRAWINGS_POS_CURRENT)),11
418,MAX(cash.CNT_INSTALMENT_FUTURE),11
684,MIN(previous_app.MAX(credit.AMT_TOTAL_RECEIVABLE)),11
503,SUM(previous_app.NFLAG_INSURED_ON_APPROVAL),11
698,SUM(previous_app.MIN(credit.AMT_DRAWINGS_POS_CURRENT)),11
208,STD(credit.CNT_INSTALMENT_MATURE_CUM),11
558,MEAN(credit.CNT_INSTALMENT_MATURE_CUM),11
1110,MAX(previous_app.SKEW(credit.AMT_TOTAL_RECEIVABLE)),11
759,MAX(previous_app.MEAN(credit.AMT_DRAWINGS_ATM_CURRENT)),11
22,FLAG_EMAIL,11
456,MAX(credit.CNT_DRAWINGS_ATM_CURRENT),11
191,SUM(credit.AMT_DRAWINGS_OTHER_CURRENT),11
559,MAX(credit.AMT_RECEIVABLE_PRINCIPAL),11
1570,MEAN(previous_app.MEAN(credit.AMT_RECIVABLE)),11
495,SKEW(credit.SK_DPD),10
752,MEAN(previous_app.SKEW(credit.AMT_BALANCE)),10
210,STD(credit.MONTHS_BALANCE),10
842,SUM(previous_app.STD(credit.AMT_INST_MIN_REGULARITY)),10
1254,SUM(previous_app.MEAN(credit.AMT_RECEIVABLE_PRINCIPAL)),10
599,MAX(previous_app.SKEW(credit.AMT_DRAWINGS_ATM_CURRENT)),10
179,COUNT(previous_app),10
650,MEAN(previous_app.SKEW(credit.AMT_DRAWINGS_POS_CURRENT)),10
158,MIN(previous_app.RATE_INTEREST_PRIMARY),10
614,SUM(previous_app.MAX(credit.AMT_PAYMENT_TOTAL_CURRENT)),10
1328,MIN(previous_app.MAX(installments.NUM_INSTALMENT_NUMBER)),10
535,STD(bureau.CREDIT_DAY_OVERDUE),10
460,MAX(credit.AMT_PAYMENT_TOTAL_CURRENT),10
1418,MAX(previous_app.SUM(credit.MONTHS_BALANCE)),10
1304,MEAN(previous_app.STD(credit.AMT_PAYMENT_TOTAL_CURRENT)),10
1578,SUM(previous_app.SKEW(credit.AMT_DRAWINGS_CURRENT)),10
1222,SUM(previous_app.SKEW(credit.AMT_PAYMENT_CURRENT)),10
313,MAX(installments.NUM_INSTALMENT_VERSION),10
358,MIN(credit.AMT_DRAWINGS_POS_CURRENT),9
766,SUM(previous_app.SKEW(credit.AMT_DRAWINGS_POS_CURRENT)),9
682,SUM(previous_app.STD(credit.AMT_RECIVABLE)),9
1411,MIN(previous_app.MEAN(cash.SK_DPD)),9
1255,MIN(bureau.STD(bureau_balance.MONTHS_BALANCE)),9
323,STD(credit.SK_DPD_DEF),9
422,SKEW(credit.AMT_DRAWINGS_OTHER_CURRENT),9
730,MEAN(previous_app.MEAN(credit.AMT_DRAWINGS_CURRENT)),9
1341,SUM(previous_app.SKEW(credit.AMT_RECIVABLE)),9
25,FLAG_OWN_REALTY,9
329,MIN(credit.CNT_DRAWINGS_POS_CURRENT),9
935,MIN(previous_app.STD(credit.AMT_PAYMENT_CURRENT)),9
1140,SUM(previous_app.MAX(credit.AMT_PAYMENT_CURRENT)),8
1236,SUM(previous_app.SKEW(credit.AMT_RECEIVABLE_PRINCIPAL)),8
1117,MEAN(previous_app.MEAN(credit.AMT_PAYMENT_TOTAL_CURRENT)),8
837,SUM(previous_app.STD(credit.CNT_DRAWINGS_POS_CURRENT)),8
663,MIN(previous_app.SKEW(cash.MONTHS_BALANCE)),8
509,SKEW(previous_app.NFLAG_LAST_APPL_IN_DAY),8
936,SUM(previous_app.SKEW(credit.AMT_PAYMENT_TOTAL_CURRENT)),8
1061,MIN(previous_app.MEAN(credit.AMT_DRAWINGS_POS_CURRENT)),8
1208,MEAN(previous_app.MAX(credit.AMT_PAYMENT_TOTAL_CURRENT)),8
817,MEAN(previous_app.SUM(credit.CNT_DRAWINGS_POS_CURRENT)),8
767,MEAN(previous_app.MAX(credit.AMT_INST_MIN_REGULARITY)),8
1682,MEAN(previous_app.STD(credit.AMT_RECEIVABLE_PRINCIPAL)),8
222,NUM_UNIQUE(previous_app.NAME_CONTRACT_STATUS),8
1082,MEAN(previous_app.SKEW(credit.AMT_DRAWINGS_OTHER_CURRENT)),8
1442,MEAN(previous_app.MEAN(credit.AMT_PAYMENT_CURRENT)),8
125,STD(credit.SK_DPD),8
199,MEAN(credit.MONTHS_BALANCE),8
773,MIN(previous_app.MAX(cash.MONTHS_BALANCE)),8
1162,SUM(previous_app.MAX(cash.SK_DPD)),8
1138,SUM(previous_app.MEAN(credit.AMT_DRAWINGS_OTHER_CURRENT)),8
883,SUM(previous_app.STD(credit.AMT_DRAWINGS_POS_CURRENT)),8
474,SUM(previous_app.NFLAG_LAST_APPL_IN_DAY),8
880,MIN(previous_app.MEAN(credit.CNT_DRAWINGS_CURRENT)),8
1065,SUM(previous_app.MAX(cash.SK_DPD_DEF)),8
582,MEAN(previous_app.STD(credit.AMT_BALANCE)),7
1572,MEAN(previous_app.STD(credit.AMT_DRAWINGS_CURRENT)),7
1099,MEAN(previous_app.SKEW(credit.AMT_PAYMENT_CURRENT)),7
612,MIN(previous_app.SUM(credit.AMT_PAYMENT_TOTAL_CURRENT)),7
304,MIN(previous_app.DAYS_FIRST_DRAWING),7
1398,MIN(previous_app.SKEW(credit.CNT_DRAWINGS_POS_CURRENT)),7
1196,MIN(previous_app.STD(credit.AMT_RECIVABLE)),7
1182,SUM(previous_app.STD(credit.AMT_BALANCE)),7
813,MIN(previous_app.SKEW(credit.AMT_RECIVABLE)),7
812,SUM(previous_app.MAX(credit.AMT_CREDIT_LIMIT_ACTUAL)),7
63,LIVE_CITY_NOT_WORK_CITY,7
101,EMERGENCYSTATE_MODE,7
124,MAX(cash.SK_DPD),7
136,SUM(cash.SK_DPD),7
975,MIN(previous_app.SUM(cash.SK_DPD_DEF)),7
746,MEAN(previous_app.STD(credit.MONTHS_BALANCE)),7
995,MEAN(previous_app.SUM(credit.CNT_INSTALMENT_MATURE_CUM)),7
1025,MAX(previous_app.MIN(credit.AMT_DRAWINGS_POS_CURRENT)),7
1360,MAX(previous_app.STD(credit.AMT_INST_MIN_REGULARITY)),7
1393,SUM(previous_app.MIN(installments.NUM_INSTALMENT_NUMBER)),7
669,MEAN(previous_app.SKEW(credit.CNT_DRAWINGS_OTHER_CURRENT)),7
533,MAX(bureau.CNT_CREDIT_PROLONG),7
1557,SUM(previous_app.SKEW(credit.SK_DPD_DEF)),7
964,MEAN(previous_app.SUM(credit.CNT_DRAWINGS_CURRENT)),7
924,MAX(previous_app.SUM(credit.AMT_PAYMENT_TOTAL_CURRENT)),7
486,MEAN(credit.SK_DPD),6
961,MEAN(previous_app.MEAN(credit.AMT_DRAWINGS_POS_CURRENT)),6
1536,SUM(previous_app.SKEW(credit.SK_DPD)),6
426,SUM(previous_app.RATE_INTEREST_PRIMARY),6
1559,SUM(previous_app.SKEW(credit.AMT_DRAWINGS_OTHER_CURRENT)),6
1232,MAX(previous_app.MEAN(credit.AMT_CREDIT_LIMIT_ACTUAL)),6
1128,SUM(previous_app.STD(credit.AMT_DRAWINGS_CURRENT)),6
662,SUM(previous_app.SKEW(credit.CNT_DRAWINGS_OTHER_CURRENT)),6
852,SUM(previous_app.MEAN(credit.AMT_DRAWINGS_CURRENT)),6
1271,SUM(previous_app.MEAN(credit.AMT_DRAWINGS_POS_CURRENT)),6
1284,SKEW(previous_app.SUM(cash.SK_DPD_DEF)),6
143,MODE(previous_app.NAME_CONTRACT_TYPE),6
876,MEAN(previous_app.MEAN(credit.AMT_DRAWINGS_ATM_CURRENT)),6
738,MEAN(previous_app.MIN(credit.AMT_BALANCE)),6
1639,MODE(bureau.MODE(bureau_balance.STATUS)),6
206,MAX(previous_app.RATE_INTEREST_PRIMARY),6
242,MEAN(previous_app.DAYS_FIRST_DRAWING),6
1551,SKEW(previous_app.MEAN(cash.SK_DPD)),6
1384,MEAN(previous_app.MEAN(credit.AMT_RECEIVABLE_PRINCIPAL)),6
255,MIN(credit.MONTHS_BALANCE),6
287,NUM_UNIQUE(previous_app.NAME_PORTFOLIO),6
925,MIN(previous_app.SKEW(credit.AMT_PAYMENT_TOTAL_CURRENT)),6
1425,MIN(previous_app.STD(credit.AMT_INST_MIN_REGULARITY)),6
941,SUM(previous_app.SKEW(credit.AMT_DRAWINGS_ATM_CURRENT)),6
574,MEAN(previous_app.SKEW(credit.AMT_INST_MIN_REGULARITY)),6
425,SUM(credit.AMT_RECEIVABLE_PRINCIPAL),6
994,MEAN(previous_app.MEAN(credit.MONTHS_BALANCE)),5
263,MIN(credit.AMT_DRAWINGS_CURRENT),5
1603,MEAN(previous_app.MAX(credit.AMT_BALANCE)),5
145,MODE(bureau_balance.STATUS),5
1064,MIN(previous_app.MAX(credit.AMT_BALANCE)),5
298,MODE(previous_app.NAME_PRODUCT_TYPE),5
1561,MIN(previous_app.STD(credit.AMT_BALANCE)),5
84,FLAG_DOCUMENT_11,5
35,ELEVATORS_MEDI,5
1475,MIN(previous_app.STD(credit.AMT_PAYMENT_TOTAL_CURRENT)),5
449,NUM_UNIQUE(previous_app.NAME_CLIENT_TYPE),5
587,SUM(previous_app.MEAN(credit.AMT_INST_MIN_REGULARITY)),5
1217,MIN(previous_app.MAX(credit.CNT_INSTALMENT_MATURE_CUM)),5
1260,MAX(previous_app.MEAN(credit.AMT_DRAWINGS_POS_CURRENT)),5
1210,MIN(previous_app.SUM(credit.CNT_DRAWINGS_ATM_CURRENT)),5
1282,MAX(previous_app.STD(credit.AMT_RECEIVABLE_PRINCIPAL)),5
1291,SUM(previous_app.MEAN(credit.SK_DPD_DEF)),5
779,SUM(previous_app.MAX(credit.AMT_DRAWINGS_ATM_CURRENT)),5
760,SUM(previous_app.MEAN(credit.CNT_DRAWINGS_POS_CURRENT)),5
745,MIN(previous_app.MAX(credit.AMT_PAYMENT_TOTAL_CURRENT)),5
726,MIN(previous_app.MAX(credit.AMT_DRAWINGS_CURRENT)),5
1356,MIN(previous_app.SUM(credit.AMT_DRAWINGS_ATM_CURRENT)),5
620,MIN(previous_app.MEAN(credit.CNT_INSTALMENT_MATURE_CUM)),5
608,SUM(previous_app.MAX(credit.AMT_RECEIVABLE_PRINCIPAL)),5
1449,SUM(previous_app.MEAN(credit.AMT_CREDIT_LIMIT_ACTUAL)),5
1368,MIN(previous_app.SKEW(credit.CNT_DRAWINGS_CURRENT)),5
0,NAME_TYPE_SUITE,5
1130,SUM(previous_app.MAX(credit.AMT_DRAWINGS_CURRENT)),5
1481,SKEW(previous_app.MIN(installments.DAYS_INSTALMENT)),5
959,SUM(previous_app.SKEW(credit.CNT_DRAWINGS_CURRENT)),4
1336,SUM(previous_app.MAX(credit.MONTHS_BALANCE)),4
1331,MAX(previous_app.MEAN(credit.AMT_PAYMENT_TOTAL_CURRENT)),4
547,MEAN(credit.AMT_DRAWINGS_OTHER_CURRENT),4
1647,SUM(previous_app.STD(credit.SK_DPD)),4
154,SKEW(bureau.CREDIT_DAY_OVERDUE),4
757,MIN(previous_app.STD(credit.AMT_DRAWINGS_POS_CURRENT)),4
545,STD(credit.AMT_RECEIVABLE_PRINCIPAL),4
761,MEAN(previous_app.SKEW(credit.CNT_DRAWINGS_POS_CURRENT)),4
1102,MAX(previous_app.STD(credit.AMT_TOTAL_RECEIVABLE)),4
1349,MIN(previous_app.SKEW(credit.CNT_INSTALMENT_MATURE_CUM)),4
803,SUM(previous_app.MEAN(credit.CNT_INSTALMENT_MATURE_CUM)),4
1263,STD(previous_app.SUM(cash.SK_DPD)),4
47,FONDKAPREMONT_MODE,4
43,FLAG_DOCUMENT_8,4
1512,SKEW(previous_app.STD(cash.SK_DPD)),4
1218,MIN(previous_app.MAX(credit.CNT_DRAWINGS_ATM_CURRENT)),4
816,MEAN(previous_app.MAX(credit.AMT_PAYMENT_CURRENT)),4
23,FLAG_DOCUMENT_5,4
725,SUM(previous_app.MIN(installments.NUM_INSTALMENT_VERSION)),4
1581,SKEW(previous_app.MEAN(cash.SK_DPD_DEF)),4
1178,MIN(previous_app.SKEW(credit.AMT_DRAWINGS_ATM_CURRENT)),4
1084,MEAN(previous_app.MAX(credit.AMT_RECEIVABLE_PRINCIPAL)),4
1003,SUM(previous_app.SKEW(credit.AMT_BALANCE)),4
326,SUM(credit.CNT_DRAWINGS_OTHER_CURRENT),4
306,MAX(credit.SK_DPD_DEF),4
1594,MIN(previous_app.STD(credit.AMT_DRAWINGS_ATM_CURRENT)),4
291,MIN(installments.NUM_INSTALMENT_VERSION),4
642,SUM(previous_app.SKEW(credit.CNT_DRAWINGS_POS_CURRENT)),4
652,MEAN(previous_app.MIN(credit.AMT_CREDIT_LIMIT_ACTUAL)),4
1412,MAX(previous_app.SKEW(credit.CNT_INSTALMENT_MATURE_CUM)),4
1122,SUM(previous_app.STD(credit.AMT_PAYMENT_CURRENT)),4
1112,SUM(previous_app.STD(cash.SK_DPD)),4
690,SUM(previous_app.STD(credit.AMT_DRAWINGS_ATM_CURRENT)),4
1114,MEAN(previous_app.MAX(credit.CNT_DRAWINGS_POS_CURRENT)),3
1224,MIN(previous_app.MAX(credit.CNT_DRAWINGS_POS_CURRENT)),3
1137,MIN(previous_app.MAX(credit.AMT_DRAWINGS_ATM_CURRENT)),3
1059,MEAN(previous_app.MEAN(credit.CNT_DRAWINGS_POS_CURRENT)),3
1358,SUM(previous_app.MAX(credit.AMT_BALANCE)),3
1136,MAX(previous_app.SKEW(credit.SK_DPD_DEF)),3
1439,MAX(previous_app.SUM(credit.CNT_DRAWINGS_POS_CURRENT)),3
1325,MIN(previous_app.SKEW(credit.CNT_DRAWINGS_ATM_CURRENT)),3
1164,MIN(previous_app.SUM(credit.AMT_DRAWINGS_POS_CURRENT)),3
1192,MEAN(previous_app.SKEW(credit.SK_DPD)),3
1502,MIN(previous_app.MEAN(credit.AMT_INST_MIN_REGULARITY)),3
1414,MIN(previous_app.SKEW(credit.SK_DPD)),3
1073,MAX(previous_app.SKEW(credit.CNT_DRAWINGS_ATM_CURRENT)),3
1501,MAX(previous_app.MEAN(credit.AMT_DRAWINGS_CURRENT)),3
1629,SUM(previous_app.STD(credit.SK_DPD_DEF)),3
1438,MEAN(previous_app.STD(credit.AMT_INST_MIN_REGULARITY)),3
846,MIN(previous_app.SUM(credit.AMT_RECEIVABLE_PRINCIPAL)),3
847,MEAN(previous_app.SKEW(credit.CNT_DRAWINGS_ATM_CURRENT)),3
563,MEAN(credit.CNT_DRAWINGS_OTHER_CURRENT),3
327,SKEW(credit.AMT_BALANCE),3
822,SUM(previous_app.MIN(credit.AMT_RECEIVABLE_PRINCIPAL)),3
756,MEAN(previous_app.STD(credit.CNT_INSTALMENT_MATURE_CUM)),3
686,SUM(previous_app.MAX(credit.AMT_DRAWINGS_POS_CURRENT)),3
665,MAX(previous_app.MEAN(credit.CNT_INSTALMENT_MATURE_CUM)),3
664,MAX(previous_app.STD(credit.AMT_DRAWINGS_CURRENT)),3
770,MEAN(previous_app.SUM(credit.AMT_TOTAL_RECEIVABLE)),3
748,SUM(previous_app.STD(credit.AMT_PAYMENT_TOTAL_CURRENT)),3
1033,MEAN(previous_app.SUM(credit.AMT_INST_MIN_REGULARITY)),3
764,MAX(previous_app.STD(credit.CNT_DRAWINGS_POS_CURRENT)),3
38,FLAG_EMP_PHONE,3
303,SKEW(bureau.AMT_CREDIT_SUM_OVERDUE),3
811,SUM(previous_app.MEAN(credit.MONTHS_BALANCE)),3
804,SUM(previous_app.MIN(credit.AMT_BALANCE)),3
739,MEAN(previous_app.SKEW(credit.AMT_TOTAL_RECEIVABLE)),3
116,FLAG_DOCUMENT_14,3
152,NUM_UNIQUE(previous_app.NAME_CONTRACT_TYPE),3
121,MAX(credit.CNT_INSTALMENT_MATURE_CUM),3
523,SUM(credit.AMT_BALANCE),3
546,MAX(credit.MONTHS_BALANCE),3
229,MAX(credit.SK_DPD),2
955,MEAN(previous_app.STD(credit.AMT_TOTAL_RECEIVABLE)),2
1553,MEAN(previous_app.STD(credit.AMT_CREDIT_LIMIT_ACTUAL)),2
189,SKEW(credit.CNT_DRAWINGS_OTHER_CURRENT),2
1295,SUM(previous_app.MAX(credit.AMT_TOTAL_RECEIVABLE)),2
699,MIN(previous_app.MEAN(credit.MONTHS_BALANCE)),2
417,MAX(credit.AMT_RECIVABLE),2
1223,MAX(previous_app.MIN(credit.AMT_CREDIT_LIMIT_ACTUAL)),2
1107,MIN(previous_app.SUM(credit.CNT_DRAWINGS_POS_CURRENT)),2
1362,SUM(previous_app.STD(credit.CNT_INSTALMENT_MATURE_CUM)),2
908,MIN(previous_app.STD(credit.AMT_DRAWINGS_CURRENT)),2
596,MIN(previous_app.SKEW(credit.AMT_INST_MIN_REGULARITY)),2
952,MEAN(previous_app.STD(credit.AMT_RECIVABLE)),2
1569,MEAN(previous_app.SUM(credit.SK_ID_CURR)),2
347,STD(previous_app.NFLAG_LAST_APPL_IN_DAY),2
592,MEAN(previous_app.MAX(credit.AMT_TOTAL_RECEIVABLE)),2
1056,MIN(previous_app.SUM(credit.SK_DPD)),2
1460,MAX(previous_app.SKEW(credit.AMT_PAYMENT_TOTAL_CURRENT)),2
1322,MAX(previous_app.STD(credit.AMT_CREDIT_LIMIT_ACTUAL)),2
1479,MIN(previous_app.MAX(credit.AMT_INST_MIN_REGULARITY)),2
1174,MIN(previous_app.MEAN(credit.CNT_DRAWINGS_POS_CURRENT)),2
1592,SUM(previous_app.STD(credit.CNT_DRAWINGS_OTHER_CURRENT)),2
909,STD(previous_app.SKEW(credit.AMT_PAYMENT_TOTAL_CURRENT)),2
302,MEAN(previous_app.RATE_INTEREST_PRIVILEGED),2
1158,MEAN(previous_app.MIN(credit.AMT_DRAWINGS_POS_CURRENT)),2
290,MEAN(credit.AMT_TOTAL_RECEIVABLE),2
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820,MAX(previous_app.STD(credit.AMT_BALANCE)),2
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1017,MIN(previous_app.MEAN(credit.SK_DPD)),2
823,MIN(previous_app.STD(credit.CNT_INSTALMENT_MATURE_CUM)),2
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450,SUM(previous_app.AMT_APPLICATION),2
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832,MAX(previous_app.SKEW(credit.CNT_DRAWINGS_CURRENT)),2
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827,MIN(previous_app.SKEW(credit.AMT_TOTAL_RECEIVABLE)),2
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1514,MIN(previous_app.COUNT(credit)),2
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1655,MIN(previous_app.SUM(credit.CNT_INSTALMENT_MATURE_CUM)),2
1436,SUM(previous_app.SKEW(cash.MONTHS_BALANCE)),2
32,LIVE_REGION_NOT_WORK_REGION,2
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1315,SUM(previous_app.MAX(credit.AMT_RECIVABLE)),1
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750,MAX(previous_app.SUM(credit.SK_ID_CURR)),1
744,MIN(previous_app.MAX(credit.AMT_CREDIT_LIMIT_ACTUAL)),1
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1256,SUM(previous_app.MEAN(credit.SK_DPD)),1
1531,SKEW(previous_app.STD(cash.SK_DPD_DEF)),1
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424,MIN(credit.AMT_DRAWINGS_ATM_CURRENT),1
343,MODE(previous_app.NAME_PORTFOLIO),1
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1292,MEAN(previous_app.MAX(credit.AMT_RECIVABLE)),1
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1219,SUM(previous_app.MIN(credit.AMT_PAYMENT_CURRENT)),1
542,MIN(credit.CNT_DRAWINGS_ATM_CURRENT),1
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1538,STD(previous_app.SUM(credit.AMT_CREDIT_LIMIT_ACTUAL)),1
414,MODE(previous_app.NAME_CASH_LOAN_PURPOSE),1
1537,MIN(previous_app.MEAN(cash.SK_DPD_DEF)),1
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1213,MAX(previous_app.STD(credit.SK_DPD_DEF)),1
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396,SUM(bureau.CREDIT_DAY_OVERDUE),1
871,MAX(previous_app.SUM(credit.CNT_DRAWINGS_ATM_CURRENT)),1
1303,MIN(previous_app.MAX(cash.SK_DPD_DEF)),1
769,MIN(previous_app.SUM(credit.SK_DPD_DEF)),1
550,MODE(previous_app.NAME_SELLER_INDUSTRY),1
442,NUM_UNIQUE(credit.NAME_CONTRACT_STATUS),1
1474,SUM(previous_app.MAX(credit.SK_DPD)),1
1410,MEAN(previous_app.MIN(credit.AMT_RECEIVABLE_PRINCIPAL)),1
1435,MIN(previous_app.STD(credit.AMT_DRAWINGS_OTHER_CURRENT)),1
703,MAX(previous_app.SUM(credit.CNT_INSTALMENT_MATURE_CUM)),1
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1454,SUM(previous_app.STD(credit.AMT_RECEIVABLE_PRINCIPAL)),1
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1426,MIN(previous_app.SKEW(credit.AMT_DRAWINGS_POS_CURRENT)),1
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588,SUM(previous_app.MAX(credit.CNT_DRAWINGS_OTHER_CURRENT)),1
1617,SUM(previous_app.MEAN(credit.AMT_RECIVABLE)),1
250,SUM(credit.SK_DPD_DEF),1
253,NUM_UNIQUE(previous_app.FLAG_LAST_APPL_PER_CONTRACT),1
1662,MIN(previous_app.SUM(credit.AMT_INST_MIN_REGULARITY)),1
1134,MAX(previous_app.SUM(credit.AMT_DRAWINGS_CURRENT)),1
1057,MEAN(previous_app.STD(credit.AMT_DRAWINGS_ATM_CURRENT)),1
1335,STD(previous_app.SKEW(credit.AMT_DRAWINGS_CURRENT)),1
270,MEAN(bureau.CNT_CREDIT_PROLONG),1
1363,MAX(previous_app.SKEW(credit.CNT_DRAWINGS_POS_CURRENT)),1
1120,MAX(previous_app.SUM(credit.CNT_DRAWINGS_CURRENT)),1
1517,MAX(previous_app.MEAN(credit.AMT_RECIVABLE)),1
987,MAX(previous_app.STD(credit.AMT_DRAWINGS_ATM_CURRENT)),1
52,AMT_REQ_CREDIT_BUREAU_HOUR,1
607,MAX(previous_app.MIN(installments.NUM_INSTALMENT_VERSION)),1
543,MIN(credit.CNT_DRAWINGS_OTHER_CURRENT),0
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544,MODE(credit.NAME_CONTRACT_STATUS),0
619,SKEW(previous_app.MAX(credit.AMT_RECIVABLE)),0
1505,STD(previous_app.SKEW(credit.SK_ID_CURR)),0
1504,MIN(previous_app.MAX(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1503,MAX(previous_app.SUM(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
623,STD(previous_app.MAX(credit.AMT_DRAWINGS_ATM_CURRENT)),0
622,STD(previous_app.SUM(credit.AMT_DRAWINGS_CURRENT)),0
1437,STD(previous_app.MAX(credit.CNT_DRAWINGS_POS_CURRENT)),0
575,STD(previous_app.MEAN(credit.SK_ID_CURR)),0
1427,MAX(previous_app.SKEW(credit.AMT_PAYMENT_CURRENT)),0
1431,STD(previous_app.MAX(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1429,MEAN(previous_app.NUM_UNIQUE(credit.NAME_CONTRACT_STATUS)),0
638,STD(previous_app.SUM(credit.SK_DPD_DEF)),0
636,STD(previous_app.MAX(credit.SK_ID_CURR)),0
1513,MAX(previous_app.SUM(credit.AMT_DRAWINGS_POS_CURRENT)),0
1413,STD(previous_app.MEAN(credit.CNT_DRAWINGS_POS_CURRENT)),0
635,SKEW(previous_app.SUM(credit.SK_ID_CURR)),0
1415,STD(previous_app.SKEW(installments.SK_ID_CURR)),0
525,MIN(credit.SK_DPD_DEF),0
633,MEAN(previous_app.MEAN(credit.SK_DPD_DEF)),0
527,SKEW(previous_app.RATE_INTEREST_PRIMARY),0
631,STD(previous_app.MEAN(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1419,SKEW(previous_app.MEAN(credit.AMT_CREDIT_LIMIT_ACTUAL)),0
1509,MEAN(previous_app.SUM(credit.AMT_DRAWINGS_ATM_CURRENT)),0
1420,STD(previous_app.MIN(cash.SK_ID_CURR)),0
630,SKEW(previous_app.SUM(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
1422,MEAN(previous_app.MAX(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1423,STD(previous_app.MIN(credit.AMT_RECEIVABLE_PRINCIPAL)),0
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1428,SKEW(previous_app.MEAN(credit.SK_DPD)),0
617,SKEW(previous_app.STD(credit.AMT_BALANCE)),0
606,STD(previous_app.MIN(credit.AMT_DRAWINGS_ATM_CURRENT)),0
616,MEAN(previous_app.MIN(credit.CNT_DRAWINGS_ATM_CURRENT)),0
1485,STD(previous_app.MEAN(credit.AMT_CREDIT_LIMIT_ACTUAL)),0
589,STD(previous_app.MAX(credit.AMT_BALANCE)),0
566,MAX(previous_app.SUM(credit.SK_DPD_DEF)),0
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567,SKEW(previous_app.MAX(credit.AMT_DRAWINGS_ATM_CURRENT)),0
1463,SKEW(previous_app.SUM(credit.AMT_DRAWINGS_POS_CURRENT)),0
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586,STD(previous_app.MIN(credit.AMT_RECIVABLE)),0
1466,STD(previous_app.SKEW(credit.AMT_RECIVABLE)),0
1467,SKEW(previous_app.STD(credit.CNT_DRAWINGS_POS_CURRENT)),0
585,STD(previous_app.MIN(cash.SK_DPD_DEF)),0
1478,SUM(previous_app.MAX(credit.CNT_INSTALMENT_MATURE_CUM)),0
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1476,SKEW(previous_app.SUM(credit.AMT_PAYMENT_CURRENT)),0
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601,MAX(previous_app.MIN(credit.CNT_DRAWINGS_ATM_CURRENT)),0
1495,MEAN(previous_app.SUM(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
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594,STD(previous_app.MEAN(credit.SK_DPD)),0
1493,SKEW(previous_app.MIN(credit.AMT_TOTAL_RECEIVABLE)),0
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560,MAX(previous_app.DAYS_FIRST_DRAWING),0
562,MAX(previous_app.NFLAG_INSURED_ON_APPROVAL),0
1455,SKEW(previous_app.SUM(credit.CNT_INSTALMENT_MATURE_CUM)),0
1456,STD(previous_app.MAX(credit.AMT_TOTAL_RECEIVABLE)),0
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1518,STD(previous_app.SKEW(credit.AMT_RECEIVABLE_PRINCIPAL)),0
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1633,STD(previous_app.SUM(credit.AMT_RECIVABLE)),0
1634,MAX(previous_app.STD(credit.AMT_PAYMENT_CURRENT)),0
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188,MIN(cash.SK_DPD),0
178,STD(installments.SK_ID_CURR),0
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157,MIN(previous_app.NFLAG_LAST_APPL_IN_DAY),0
1631,SUM(previous_app.MIN(credit.AMT_DRAWINGS_CURRENT)),0
231,MIN(bureau.CREDIT_DAY_OVERDUE),0
1519,SKEW(previous_app.NUM_UNIQUE(credit.NAME_CONTRACT_STATUS)),0
1620,MEAN(previous_app.MIN(credit.SK_DPD)),0
1611,SKEW(previous_app.MIN(credit.AMT_CREDIT_LIMIT_ACTUAL)),0
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239,SUM(bureau.CNT_CREDIT_PROLONG),0
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1652,SKEW(previous_app.STD(installments.SK_ID_CURR)),0
53,FLAG_DOCUMENT_12,0
64,FLAG_DOCUMENT_7,0
58,FLAG_DOCUMENT_6,0
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1654,MEAN(previous_app.MAX(credit.MONTHS_BALANCE)),0
30,FLAG_DOCUMENT_15,0
19,FLAG_DOCUMENT_17,0
15,FLAG_DOCUMENT_21,0
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1691,MIN(previous_app.SKEW(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
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1671,SKEW(previous_app.MAX(installments.SK_ID_CURR)),0
79,FLAG_DOCUMENT_10,0
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1668,MEAN(previous_app.MIN(credit.AMT_TOTAL_RECEIVABLE)),0
1667,STD(previous_app.SUM(credit.SK_ID_CURR)),0
81,FLAG_DOCUMENT_4,0
1665,MAX(previous_app.MIN(credit.MONTHS_BALANCE)),0
82,FLAG_DOCUMENT_20,0
1663,MIN(previous_app.MEAN(credit.AMT_RECIVABLE)),0
1661,MAX(previous_app.SUM(credit.AMT_TOTAL_RECEIVABLE)),0
94,FLAG_MOBIL,0
1659,STD(previous_app.MAX(credit.MONTHS_BALANCE)),0
1658,SKEW(previous_app.MAX(cash.SK_DPD_DEF)),0
96,FLAG_DOCUMENT_2,0
108,FLAG_DOCUMENT_19,0
264,STD(credit.SK_ID_CURR),0
271,MIN(bureau.AMT_CREDIT_SUM_OVERDUE),0
1607,MEAN(previous_app.MIN(cash.SK_ID_CURR)),0
428,MEAN(previous_app.RATE_INTEREST_PRIMARY),0
1543,STD(previous_app.MAX(credit.AMT_DRAWINGS_CURRENT)),0
1409,STD(previous_app.MEAN(cash.SK_ID_CURR)),0
1545,SKEW(previous_app.STD(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
443,STD(previous_app.RATE_INTEREST_PRIMARY),0
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1549,SKEW(previous_app.MIN(credit.SK_ID_CURR)),0
1554,MIN(previous_app.SKEW(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
376,STD(previous_app.RATE_INTEREST_PRIVILEGED),0
1555,MAX(previous_app.MIN(credit.AMT_BALANCE)),0
1556,MAX(previous_app.MIN(credit.SK_DPD_DEF)),0
1558,SKEW(previous_app.MAX(credit.SK_ID_CURR)),0
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391,SUM(credit.AMT_RECIVABLE),0
384,MIN(installments.SK_ID_CURR),0
444,MIN(bureau.CNT_CREDIT_PROLONG),0
1541,MIN(previous_app.SUM(credit.MONTHS_BALANCE)),0
445,MIN(cash.SK_DPD_DEF),0
1539,MEAN(previous_app.SUM(credit.AMT_RECIVABLE)),0
1535,MEAN(previous_app.MAX(credit.SK_DPD_DEF)),0
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451,STD(credit.AMT_TOTAL_RECEIVABLE),0
476,SKEW(previous_app.DAYS_FIRST_DRAWING),0
490,SKEW(credit.MONTHS_BALANCE),0
1529,MAX(previous_app.MIN(cash.SK_DPD)),0
1528,SKEW(previous_app.MEAN(credit.AMT_DRAWINGS_POS_CURRENT)),0
491,NUM_UNIQUE(bureau.CREDIT_CURRENCY),0
1525,SKEW(previous_app.MIN(credit.CNT_DRAWINGS_POS_CURRENT)),0
493,MEAN(installments.SK_ID_CURR),0
504,MIN(previous_app.RATE_INTEREST_PRIVILEGED),0
507,SKEW(credit.AMT_RECIVABLE),0
1520,MEAN(previous_app.MAX(credit.CNT_DRAWINGS_ATM_CURRENT)),0
1563,MAX(previous_app.SKEW(cash.SK_ID_CURR)),0
372,MIN(credit.SK_DPD),0
1606,SKEW(previous_app.STD(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1596,SKEW(previous_app.MAX(cash.SK_DPD)),0
1588,STD(previous_app.SUM(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
316,MIN(credit.CNT_INSTALMENT_MATURE_CUM),0
315,MIN(credit.AMT_RECIVABLE),0
308,MIN(credit.SK_ID_CURR),0
1593,MIN(previous_app.SKEW(cash.SK_ID_CURR)),0
1595,STD(previous_app.SUM(credit.SK_DPD)),0
1597,SKEW(previous_app.MAX(credit.CNT_DRAWINGS_ATM_CURRENT)),0
1566,MEAN(previous_app.MAX(installments.SK_ID_CURR)),0
294,MEAN(credit.SK_ID_CURR),0
1601,SKEW(previous_app.STD(credit.AMT_RECEIVABLE_PRINCIPAL)),0
1602,STD(previous_app.SKEW(credit.CNT_DRAWINGS_POS_CURRENT)),0
289,MIN(credit.AMT_DRAWINGS_OTHER_CURRENT),0
281,MODE(previous_app.NAME_PAYMENT_TYPE),0
1605,SUM(previous_app.MEAN(installments.SK_ID_CURR)),0
1587,MEAN(previous_app.MEAN(installments.SK_ID_CURR)),0
1586,MAX(previous_app.MIN(credit.AMT_PAYMENT_CURRENT)),0
1585,SKEW(previous_app.MEAN(installments.SK_ID_CURR)),0
317,MODE(cash.NAME_CONTRACT_STATUS),0
324,SKEW(cash.SK_ID_CURR),0
338,MIN(cash.SK_ID_CURR),0
1580,MAX(previous_app.SKEW(credit.AMT_RECIVABLE)),0
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342,MEAN(cash.SK_ID_CURR),0
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1573,SKEW(previous_app.MAX(credit.CNT_DRAWINGS_CURRENT)),0
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1571,SKEW(previous_app.MEAN(credit.AMT_RECEIVABLE_PRINCIPAL)),0
366,MIN(previous_app.NFLAG_INSURED_ON_APPROVAL),0
1568,STD(previous_app.MAX(credit.AMT_PAYMENT_CURRENT)),0
371,SKEW(previous_app.RATE_INTEREST_PRIVILEGED),0
1544,MAX(previous_app.SKEW(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1374,STD(previous_app.SUM(credit.CNT_DRAWINGS_POS_CURRENT)),0
641,STD(previous_app.SKEW(credit.AMT_DRAWINGS_POS_CURRENT)),0
1169,SKEW(previous_app.MEAN(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
907,MEAN(previous_app.MIN(installments.SK_ID_CURR)),0
904,SKEW(previous_app.MEAN(credit.SK_ID_CURR)),0
1165,MAX(previous_app.STD(credit.CNT_INSTALMENT_MATURE_CUM)),0
902,STD(previous_app.SUM(credit.CNT_INSTALMENT_MATURE_CUM)),0
1167,SKEW(previous_app.MEAN(credit.AMT_RECIVABLE)),0
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901,MIN(previous_app.MEAN(installments.SK_ID_CURR)),0
1159,SUM(previous_app.MAX(credit.CNT_DRAWINGS_POS_CURRENT)),0
1171,STD(previous_app.SUM(credit.AMT_RECEIVABLE_PRINCIPAL)),0
899,SUM(previous_app.MIN(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1173,SUM(previous_app.SKEW(cash.SK_ID_CURR)),0
1175,STD(previous_app.MIN(credit.CNT_DRAWINGS_ATM_CURRENT)),0
1176,SKEW(previous_app.MAX(credit.MONTHS_BALANCE)),0
1177,SKEW(previous_app.MAX(credit.AMT_DRAWINGS_CURRENT)),0
1160,SKEW(previous_app.MEAN(cash.SK_ID_CURR)),0
1157,STD(previous_app.MAX(credit.SK_DPD)),0
934,STD(previous_app.SKEW(credit.MONTHS_BALANCE)),0
920,SKEW(previous_app.MEAN(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
1141,SKEW(previous_app.STD(credit.AMT_DRAWINGS_POS_CURRENT)),0
932,SKEW(previous_app.SUM(credit.AMT_DRAWINGS_CURRENT)),0
1143,MIN(previous_app.SKEW(credit.SK_ID_CURR)),0
1144,SKEW(previous_app.MIN(credit.AMT_RECIVABLE)),0
1145,MAX(previous_app.STD(credit.AMT_RECIVABLE)),0
923,SKEW(previous_app.STD(credit.SK_DPD_DEF)),0
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1156,SKEW(previous_app.SUM(credit.SK_DPD_DEF)),0
915,STD(previous_app.MIN(cash.SK_DPD)),0
1150,NUM_UNIQUE(previous_app.MODE(cash.NAME_CONTRACT_STATUS)),0
914,STD(previous_app.MIN(credit.CNT_INSTALMENT_MATURE_CUM)),0
1152,STD(previous_app.SUM(credit.AMT_DRAWINGS_POS_CURRENT)),0
911,SKEW(previous_app.SUM(credit.AMT_RECIVABLE)),0
1155,STD(previous_app.SUM(credit.MONTHS_BALANCE)),0
898,MAX(previous_app.MIN(cash.SK_ID_CURR)),0
1180,STD(previous_app.MEAN(installments.SK_ID_CURR)),0
1181,MAX(previous_app.MIN(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
865,MEAN(previous_app.MIN(credit.CNT_INSTALMENT_MATURE_CUM)),0
1202,SUM(previous_app.NUM_UNIQUE(credit.NAME_CONTRACT_STATUS)),0
1203,STD(previous_app.SKEW(cash.MONTHS_BALANCE)),0
873,MAX(previous_app.SKEW(credit.SK_ID_CURR)),0
1205,MAX(previous_app.MIN(credit.AMT_TOTAL_RECEIVABLE)),0
869,MEAN(previous_app.MIN(credit.CNT_DRAWINGS_CURRENT)),0
868,MAX(previous_app.MIN(credit.SK_DPD)),0
864,SKEW(previous_app.MIN(cash.SK_DPD)),0
895,MEAN(previous_app.MIN(installments.NUM_INSTALMENT_NUMBER)),0
863,STD(previous_app.SKEW(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1212,SKEW(previous_app.SUM(credit.SK_DPD)),0
861,MEAN(previous_app.SUM(credit.MONTHS_BALANCE)),0
860,STD(previous_app.MAX(credit.AMT_RECEIVABLE_PRINCIPAL)),0
859,MAX(previous_app.SKEW(installments.SK_ID_CURR)),0
856,SKEW(previous_app.SUM(credit.AMT_BALANCE)),0
874,MAX(previous_app.MIN(installments.SK_ID_CURR)),0
877,MIN(previous_app.MAX(installments.SK_ID_CURR)),0
1199,MAX(previous_app.SKEW(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
882,MEAN(previous_app.SUM(credit.AMT_DRAWINGS_CURRENT)),0
1197,SKEW(previous_app.STD(credit.SK_DPD)),0
885,SKEW(previous_app.MAX(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1194,STD(previous_app.SKEW(credit.SK_DPD_DEF)),0
1193,MEAN(previous_app.STD(credit.CNT_DRAWINGS_POS_CURRENT)),0
887,MAX(previous_app.SUM(credit.AMT_RECIVABLE)),0
1191,MAX(previous_app.SUM(credit.AMT_DRAWINGS_ATM_CURRENT)),0
1190,STD(previous_app.MAX(cash.SK_ID_CURR)),0
1188,STD(previous_app.SUM(credit.AMT_PAYMENT_CURRENT)),0
891,MEAN(previous_app.MIN(cash.SK_DPD)),0
893,SKEW(previous_app.MIN(installments.SK_ID_CURR)),0
1185,SUM(previous_app.MAX(cash.SK_ID_CURR)),0
1184,MEAN(previous_app.MIN(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
894,MAX(previous_app.STD(credit.SK_ID_CURR)),0
933,MEAN(bureau.SKEW(bureau_balance.MONTHS_BALANCE)),0
946,SKEW(previous_app.STD(credit.AMT_DRAWINGS_CURRENT)),0
853,STD(previous_app.MIN(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1016,MIN(previous_app.SUM(credit.AMT_TOTAL_RECEIVABLE)),0
1023,MIN(previous_app.STD(credit.SK_DPD_DEF)),0
1078,STD(previous_app.SKEW(credit.AMT_DRAWINGS_ATM_CURRENT)),0
1079,MAX(previous_app.MIN(credit.AMT_RECEIVABLE_PRINCIPAL)),0
1021,SUM(previous_app.MIN(credit.CNT_INSTALMENT_MATURE_CUM)),0
1081,SUM(previous_app.MIN(credit.CNT_DRAWINGS_CURRENT)),0
1020,SKEW(previous_app.MIN(credit.CNT_DRAWINGS_ATM_CURRENT)),0
1014,STD(previous_app.MIN(credit.SK_DPD_DEF)),0
1075,STD(previous_app.SKEW(credit.CNT_DRAWINGS_CURRENT)),0
1087,MEAN(previous_app.MIN(credit.AMT_DRAWINGS_ATM_CURRENT)),0
1013,MEAN(previous_app.STD(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1006,MAX(previous_app.STD(credit.SK_DPD)),0
1090,SKEW(previous_app.SUM(credit.CNT_DRAWINGS_CURRENT)),0
1005,MAX(previous_app.SKEW(credit.AMT_BALANCE)),0
1092,MEAN(previous_app.STD(credit.AMT_DRAWINGS_POS_CURRENT)),0
1076,STD(previous_app.MAX(credit.CNT_DRAWINGS_CURRENT)),0
1074,MODE(previous_app.MODE(cash.NAME_CONTRACT_STATUS)),0
948,SUM(previous_app.MIN(cash.SK_DPD)),0
1036,SKEW(previous_app.MIN(credit.SK_DPD_DEF)),0
1058,STD(previous_app.SKEW(credit.AMT_TOTAL_RECEIVABLE)),0
1050,STD(previous_app.MEAN(credit.AMT_RECEIVABLE_PRINCIPAL)),0
1060,STD(previous_app.SUM(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
1048,MIN(previous_app.STD(installments.SK_ID_CURR)),0
1047,STD(previous_app.MEAN(credit.AMT_PAYMENT_CURRENT)),0
1040,NUM_UNIQUE(previous_app.MODE(credit.NAME_CONTRACT_STATUS)),0
1035,MAX(previous_app.MIN(credit.CNT_INSTALMENT_MATURE_CUM)),0
1026,MAX(previous_app.MEAN(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1066,SUM(bureau.SKEW(bureau_balance.MONTHS_BALANCE)),0
1034,STD(previous_app.MEAN(credit.CNT_DRAWINGS_ATM_CURRENT)),0
1068,STD(previous_app.SKEW(credit.CNT_INSTALMENT_MATURE_CUM)),0
1031,MEAN(previous_app.MIN(cash.SK_DPD_DEF)),0
1030,SUM(previous_app.MAX(credit.SK_DPD_DEF)),0
1029,STD(previous_app.MAX(credit.AMT_CREDIT_LIMIT_ACTUAL)),0
1094,SUM(previous_app.MIN(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1004,SKEW(previous_app.MEAN(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
999,STD(previous_app.MEAN(credit.MONTHS_BALANCE)),0
1126,MAX(previous_app.MIN(installments.NUM_INSTALMENT_NUMBER)),0
957,SKEW(previous_app.STD(credit.AMT_CREDIT_LIMIT_ACTUAL)),0
1119,MEAN(previous_app.STD(credit.SK_DPD)),0
956,MIN(previous_app.MAX(credit.AMT_RECIVABLE)),0
1123,MAX(previous_app.MEAN(installments.SK_ID_CURR)),0
1124,SKEW(previous_app.MEAN(credit.AMT_DRAWINGS_CURRENT)),0
954,MIN(previous_app.SUM(credit.AMT_RECIVABLE)),0
1127,STD(previous_app.SKEW(credit.CNT_DRAWINGS_ATM_CURRENT)),0
998,STD(previous_app.SKEW(credit.AMT_CREDIT_LIMIT_ACTUAL)),0
953,SUM(previous_app.MIN(credit.CNT_DRAWINGS_POS_CURRENT)),0
1129,SUM(previous_app.MIN(credit.AMT_RECIVABLE)),0
950,MAX(previous_app.SKEW(credit.MONTHS_BALANCE)),0
1132,STD(previous_app.SKEW(credit.AMT_PAYMENT_CURRENT)),0
1133,SKEW(previous_app.STD(credit.AMT_INST_MIN_REGULARITY)),0
1135,MAX(previous_app.STD(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
962,STD(previous_app.MIN(credit.AMT_INST_MIN_REGULARITY)),0
1116,SKEW(previous_app.MIN(credit.AMT_DRAWINGS_CURRENT)),0
1115,STD(previous_app.SUM(credit.AMT_BALANCE)),0
965,STD(previous_app.SKEW(credit.SK_DPD)),0
969,SKEW(previous_app.MAX(credit.AMT_DRAWINGS_POS_CURRENT)),0
970,MEAN(previous_app.MIN(credit.AMT_RECIVABLE)),0
971,MEAN(previous_app.STD(credit.SK_ID_CURR)),0
972,STD(previous_app.SKEW(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
974,SKEW(previous_app.MIN(credit.AMT_DRAWINGS_ATM_CURRENT)),0
979,MEAN(previous_app.MEAN(credit.CNT_INSTALMENT_MATURE_CUM)),0
982,MEAN(previous_app.STD(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
986,STD(previous_app.MIN(credit.AMT_DRAWINGS_POS_CURRENT)),0
990,MIN(previous_app.STD(cash.SK_ID_CURR)),0
1101,SUM(previous_app.MIN(credit.SK_DPD)),0
991,MIN(previous_app.SKEW(credit.MONTHS_BALANCE)),0
992,MIN(previous_app.MEAN(cash.SK_ID_CURR)),0
993,STD(previous_app.MIN(credit.SK_DPD)),0
855,SKEW(previous_app.MEAN(credit.AMT_INST_MIN_REGULARITY)),0
850,MAX(previous_app.STD(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
1407,STD(previous_app.MIN(installments.NUM_INSTALMENT_NUMBER)),0
713,SKEW(previous_app.SUM(credit.CNT_DRAWINGS_ATM_CURRENT)),0
1347,STD(previous_app.MIN(credit.AMT_CREDIT_LIMIT_ACTUAL)),0
1348,MEAN(previous_app.MIN(credit.AMT_DRAWINGS_CURRENT)),0
719,STD(previous_app.MIN(credit.AMT_DRAWINGS_CURRENT)),0
1350,MEAN(previous_app.MIN(credit.MONTHS_BALANCE)),0
717,STD(previous_app.MIN(installments.SK_ID_CURR)),0
1352,SKEW(previous_app.MAX(credit.AMT_CREDIT_LIMIT_ACTUAL)),0
712,SUM(previous_app.STD(credit.MONTHS_BALANCE)),0
1345,MAX(previous_app.STD(credit.AMT_DRAWINGS_POS_CURRENT)),0
711,MEAN(previous_app.MIN(credit.CNT_DRAWINGS_POS_CURRENT)),0
708,STD(previous_app.MIN(credit.SK_ID_CURR)),0
706,SKEW(previous_app.STD(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
705,MAX(previous_app.MEAN(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1361,MAX(previous_app.STD(credit.MONTHS_BALANCE)),0
1364,MIN(previous_app.MAX(credit.SK_DPD_DEF)),0
1346,MEAN(previous_app.SKEW(credit.MONTHS_BALANCE)),0
721,MEAN(previous_app.SKEW(cash.MONTHS_BALANCE)),0
749,SKEW(previous_app.MIN(cash.SK_DPD_DEF)),0
736,MAX(previous_app.MIN(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
743,SUM(previous_app.MIN(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
1329,MIN(previous_app.MAX(credit.SK_DPD)),0
1330,SUM(previous_app.SKEW(credit.MONTHS_BALANCE)),0
737,MODE(previous_app.MODE(credit.NAME_CONTRACT_STATUS)),0
1332,STD(previous_app.MIN(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1333,STD(previous_app.MEAN(credit.AMT_DRAWINGS_CURRENT)),0
734,STD(previous_app.SKEW(cash.SK_ID_CURR)),0
724,MEAN(previous_app.MIN(credit.SK_ID_CURR)),0
1337,MAX(previous_app.SUM(credit.SK_DPD)),0
1338,STD(previous_app.MEAN(credit.SK_DPD_DEF)),0
733,MAX(previous_app.SUM(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1340,MEAN(previous_app.MIN(credit.SK_DPD_DEF)),0
732,SKEW(previous_app.MIN(credit.AMT_BALANCE)),0
731,STD(previous_app.MEAN(credit.AMT_INST_MIN_REGULARITY)),0
1365,SUM(previous_app.MIN(credit.CNT_DRAWINGS_ATM_CURRENT)),0
701,SKEW(previous_app.MEAN(credit.MONTHS_BALANCE)),0
1367,STD(previous_app.NUM_UNIQUE(credit.NAME_CONTRACT_STATUS)),0
655,SUM(previous_app.STD(installments.SK_ID_CURR)),0
674,SKEW(previous_app.MAX(credit.AMT_TOTAL_RECEIVABLE)),0
673,SKEW(previous_app.MAX(cash.SK_ID_CURR)),0
1392,MAX(previous_app.SKEW(credit.SK_DPD)),0
1394,SUM(previous_app.SKEW(installments.SK_ID_CURR)),0
668,SUM(previous_app.SKEW(credit.SK_ID_CURR)),0
1396,MAX(previous_app.SKEW(credit.AMT_RECEIVABLE_PRINCIPAL)),0
651,SKEW(previous_app.MIN(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1369,SKEW(previous_app.MIN(credit.AMT_DRAWINGS_POS_CURRENT)),0
648,MAX(previous_app.NUM_UNIQUE(credit.NAME_CONTRACT_STATUS)),0
1402,MIN(previous_app.MAX(credit.SK_ID_CURR)),0
1403,MEAN(previous_app.MAX(credit.SK_ID_CURR)),0
647,STD(previous_app.MEAN(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
1405,SKEW(previous_app.MEAN(credit.CNT_DRAWINGS_ATM_CURRENT)),0
646,SKEW(previous_app.MIN(credit.CNT_INSTALMENT_MATURE_CUM)),0
1389,MIN(previous_app.SUM(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1388,STD(previous_app.SUM(credit.CNT_DRAWINGS_ATM_CURRENT)),0
678,MEAN(previous_app.SUM(credit.SK_DPD)),0
681,STD(previous_app.MIN(credit.MONTHS_BALANCE)),0
1385,SKEW(previous_app.MIN(credit.AMT_INST_MIN_REGULARITY)),0
685,MAX(previous_app.MEAN(cash.SK_ID_CURR)),0
1383,SKEW(previous_app.STD(credit.AMT_RECIVABLE)),0
1380,STD(previous_app.MAX(credit.SK_DPD_DEF)),0
1379,MEAN(previous_app.MEAN(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
688,SKEW(previous_app.MIN(credit.SK_DPD)),0
1377,MAX(previous_app.SUM(credit.AMT_BALANCE)),0
694,SUM(previous_app.STD(cash.SK_ID_CURR)),0
696,SUM(previous_app.MIN(cash.SK_DPD_DEF)),0
1373,MAX(previous_app.SKEW(credit.AMT_DRAWINGS_POS_CURRENT)),0
1372,MAX(previous_app.MIN(credit.AMT_DRAWINGS_ATM_CURRENT)),0
1371,MIN(previous_app.MEAN(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1370,SKEW(previous_app.MEAN(credit.CNT_INSTALMENT_MATURE_CUM)),0
1324,MAX(previous_app.STD(installments.SK_ID_CURR)),0
1321,STD(previous_app.MEAN(credit.AMT_TOTAL_RECEIVABLE)),0
849,STD(previous_app.MAX(credit.AMT_INST_MIN_REGULARITY)),0
1259,MIN(previous_app.SKEW(installments.SK_ID_CURR)),0
1247,SKEW(previous_app.SUM(credit.MONTHS_BALANCE)),0
824,MAX(previous_app.MIN(credit.CNT_DRAWINGS_CURRENT)),0
1253,MIN(previous_app.MEAN(credit.SK_DPD_DEF)),0
818,STD(bureau.SKEW(bureau_balance.MONTHS_BALANCE)),0
1257,SKEW(previous_app.SUM(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1258,MEAN(previous_app.MIN(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1261,MAX(previous_app.STD(cash.SK_ID_CURR)),0
829,MAX(previous_app.SUM(credit.AMT_INST_MIN_REGULARITY)),0
810,SKEW(previous_app.SUM(credit.AMT_DRAWINGS_ATM_CURRENT)),0
1264,STD(previous_app.MAX(installments.SK_ID_CURR)),0
808,STD(previous_app.MIN(credit.AMT_TOTAL_RECEIVABLE)),0
807,STD(previous_app.MAX(credit.CNT_DRAWINGS_ATM_CURRENT)),0
1267,MAX(previous_app.MIN(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1268,SKEW(previous_app.MEAN(credit.CNT_DRAWINGS_POS_CURRENT)),0
825,STD(previous_app.SKEW(credit.AMT_INST_MIN_REGULARITY)),0
831,MEAN(previous_app.SUM(credit.SK_DPD_DEF)),0
1319,MAX(previous_app.SUM(credit.AMT_RECEIVABLE_PRINCIPAL)),0
1233,MEAN(previous_app.MEAN(credit.SK_ID_CURR)),0
1227,MEAN(previous_app.SKEW(credit.AMT_RECIVABLE)),0
1228,MEAN(previous_app.STD(installments.SK_ID_CURR)),0
1229,SUM(previous_app.MIN(credit.SK_ID_CURR)),0
1,REG_REGION_NOT_LIVE_REGION,0
845,MEAN(previous_app.MEAN(cash.SK_ID_CURR)),0
844,SKEW(previous_app.STD(cash.SK_ID_CURR)),0
843,MEAN(previous_app.SKEW(installments.SK_ID_CURR)),0
1242,SUM(previous_app.MAX(credit.SK_ID_CURR)),0
840,MAX(bureau.SKEW(bureau_balance.MONTHS_BALANCE)),0
833,MAX(previous_app.MIN(cash.SK_DPD_DEF)),0
1237,SKEW(previous_app.MAX(credit.AMT_INST_MIN_REGULARITY)),0
1238,MAX(previous_app.MEAN(credit.SK_DPD_DEF)),0
1239,MAX(previous_app.MIN(credit.SK_ID_CURR)),0
1241,STD(previous_app.SUM(credit.AMT_DRAWINGS_OTHER_CURRENT)),0
1269,SKEW(previous_app.MIN(credit.AMT_PAYMENT_CURRENT)),0
806,STD(previous_app.MIN(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
805,MAX(previous_app.MEAN(credit.SK_ID_CURR)),0
763,MIN(previous_app.SUM(credit.AMT_DRAWINGS_CURRENT)),0
777,SKEW(previous_app.STD(credit.CNT_DRAWINGS_ATM_CURRENT)),0
775,STD(previous_app.MAX(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
774,MAX(previous_app.MEAN(credit.CNT_DRAWINGS_POS_CURRENT)),0
1305,STD(previous_app.MIN(credit.CNT_DRAWINGS_CURRENT)),0
768,SKEW(previous_app.MEAN(credit.AMT_BALANCE)),0
1307,MEAN(previous_app.MEAN(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
1310,MIN(previous_app.SKEW(credit.SK_DPD_DEF)),0
1272,SKEW(previous_app.SUM(credit.CNT_DRAWINGS_POS_CURRENT)),0
1311,STD(previous_app.MIN(credit.CNT_DRAWINGS_POS_CURRENT)),0
1312,SKEW(previous_app.MAX(credit.AMT_RECEIVABLE_PRINCIPAL)),0
762,STD(previous_app.SUM(credit.AMT_DRAWINGS_ATM_CURRENT)),0
1314,MIN(previous_app.MEAN(credit.SK_ID_CURR)),0
758,SKEW(previous_app.MIN(credit.AMT_PAYMENT_TOTAL_CURRENT)),0
1317,MAX(previous_app.MIN(credit.AMT_INST_MIN_REGULARITY)),0
778,STD(previous_app.SKEW(credit.AMT_BALANCE)),0
1296,SKEW(previous_app.SUM(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
781,STD(previous_app.MIN(credit.AMT_BALANCE)),0
783,SKEW(previous_app.MAX(credit.AMT_BALANCE)),0
787,STD(previous_app.MAX(credit.AMT_DRAWINGS_POS_CURRENT)),0
792,STD(previous_app.MAX(credit.CNT_INSTALMENT_MATURE_CUM)),0
794,STD(previous_app.SUM(credit.AMT_TOTAL_RECEIVABLE)),0
1286,MAX(previous_app.MEAN(credit.SK_DPD)),0
798,SUM(previous_app.STD(credit.AMT_TOTAL_RECEIVABLE)),0
799,SKEW(previous_app.MEAN(credit.CNT_DRAWINGS_CURRENT)),0
1280,SKEW(previous_app.MIN(credit.CNT_DRAWINGS_OTHER_CURRENT)),0
801,SKEW(previous_app.MAX(credit.AMT_PAYMENT_CURRENT)),0
1278,SKEW(previous_app.MIN(credit.AMT_RECEIVABLE_PRINCIPAL)),0
1277,SKEW(previous_app.MIN(cash.SK_ID_CURR)),0
1276,MIN(previous_app.STD(credit.SK_ID_CURR)),0
802,MAX(previous_app.SKEW(cash.MONTHS_BALANCE)),0
1273,SKEW(previous_app.STD(credit.AMT_PAYMENT_CURRENT)),0
1692,SKEW(previous_app.SUM(credit.AMT_RECEIVABLE_PRINCIPAL)),0