| { | |
| "missing_indicator_features": [ | |
| "DAYS_EMPLOYED", | |
| "APARTMENTS_AVG", | |
| "BASEMENTAREA_AVG", | |
| "YEARS_BEGINEXPLUATATION_AVG", | |
| "YEARS_BUILD_AVG", | |
| "ELEVATORS_AVG", | |
| "ENTRANCES_AVG", | |
| "FLOORSMAX_AVG", | |
| "FLOORSMIN_AVG", | |
| "LANDAREA_AVG", | |
| "LIVINGAPARTMENTS_AVG", | |
| "LIVINGAREA_AVG", | |
| "NONLIVINGAREA_AVG", | |
| "APARTMENTS_MODE", | |
| "BASEMENTAREA_MODE", | |
| "YEARS_BEGINEXPLUATATION_MODE", | |
| "YEARS_BUILD_MODE", | |
| "ELEVATORS_MODE", | |
| "ENTRANCES_MODE", | |
| "FLOORSMAX_MODE", | |
| "FLOORSMIN_MODE", | |
| "LANDAREA_MODE", | |
| "LIVINGAPARTMENTS_MODE", | |
| "LIVINGAREA_MODE", | |
| "NONLIVINGAREA_MODE", | |
| "APARTMENTS_MEDI", | |
| "BASEMENTAREA_MEDI", | |
| "YEARS_BEGINEXPLUATATION_MEDI", | |
| "YEARS_BUILD_MEDI", | |
| "ELEVATORS_MEDI", | |
| "ENTRANCES_MEDI", | |
| "FLOORSMAX_MEDI", | |
| "FLOORSMIN_MEDI", | |
| "LANDAREA_MEDI", | |
| "LIVINGAPARTMENTS_MEDI", | |
| "LIVINGAREA_MEDI", | |
| "NONLIVINGAREA_MEDI", | |
| "TOTALAREA_MODE", | |
| "APP_EXT_SOURCE_2_DAYS_EMPLOYED", | |
| "DAYS_EMPLOYED_PERC", | |
| "DUYET_EMPLOYMENT_TO_AGE_RATIO", | |
| "TUANANH_EMPLOYED_BIRTH_RATIO", | |
| "INCOME_TO_EMPLOYED_RATIO", | |
| "APPS_INCOME_EMPLOYED_RATIO", | |
| "APP_INCOME_TO_EMPLOYED_RATIO", | |
| "APP_DAYS_EMPLOYED_DAYS_BIRTH_diff", | |
| "BURO_DAYS_CREDIT_ENDDATE_VAR", | |
| "BURO_ENDDATE_DIF_MIN", | |
| "BURO_ENDDATE_DIF_MAX", | |
| "BURO_ENDDATE_DIF_MEAN", | |
| "BURO_BUREAU_CREDIT_FACT_DIFF_MIN", | |
| "BURO_BUREAU_CREDIT_FACT_DIFF_MAX", | |
| "BURO_BUREAU_CREDIT_FACT_DIFF_MEAN", | |
| "CLOSED_DAYS_CREDIT_MIN", | |
| "CLOSED_DAYS_CREDIT_MAX", | |
| "CLOSED_DAYS_CREDIT_MEAN", | |
| "CLOSED_DAYS_CREDIT_VAR", | |
| "CLOSED_DAYS_CREDIT_SUM", | |
| "CLOSED_DAYS_CREDIT_ENDDATE_MIN", | |
| "CLOSED_DAYS_CREDIT_ENDDATE_MAX", | |
| "CLOSED_DAYS_CREDIT_ENDDATE_MEAN", | |
| "CLOSED_DAYS_CREDIT_ENDDATE_VAR", | |
| "CLOSED_DAYS_CREDIT_UPDATE_MEAN", | |
| "CLOSED_DAYS_CREDIT_UPDATE_MIN", | |
| "CLOSED_DAYS_CREDIT_UPDATE_MAX", | |
| "CLOSED_CREDIT_DAY_OVERDUE_MAX", | |
| "CLOSED_CREDIT_DAY_OVERDUE_MEAN", | |
| "CLOSED_CREDIT_DAY_OVERDUE_SUM", | |
| "CLOSED_CREDIT_DAY_OVERDUE_MIN", | |
| "CLOSED_AMT_CREDIT_MAX_OVERDUE_MEAN", | |
| "CLOSED_AMT_CREDIT_MAX_OVERDUE_MAX", | |
| "CLOSED_AMT_CREDIT_MAX_OVERDUE_SUM", | |
| "CLOSED_AMT_CREDIT_SUM_MAX", | |
| "CLOSED_AMT_CREDIT_SUM_MEAN", | |
| "CLOSED_AMT_CREDIT_SUM_SUM", | |
| "CLOSED_AMT_CREDIT_SUM_DEBT_MAX", | |
| "CLOSED_AMT_CREDIT_SUM_DEBT_MEAN", | |
| "CLOSED_AMT_CREDIT_SUM_DEBT_SUM", | |
| "CLOSED_AMT_CREDIT_SUM_OVERDUE_MEAN", | |
| "CLOSED_AMT_CREDIT_SUM_OVERDUE_MAX", | |
| "CLOSED_AMT_CREDIT_SUM_OVERDUE_SUM", | |
| "CLOSED_AMT_CREDIT_SUM_LIMIT_MEAN", | |
| "CLOSED_AMT_CREDIT_SUM_LIMIT_SUM", | |
| "CLOSED_AMT_CREDIT_SUM_LIMIT_MAX", | |
| "CLOSED_AMT_ANNUITY_SUM", | |
| "CLOSED_CNT_CREDIT_PROLONG_SUM", | |
| "CLOSED_CNT_CREDIT_PROLONG_MEAN", | |
| "CLOSED_BB_MONTHS_BALANCE_SIZE_SUM", | |
| "CLOSED_CREDIT_DURATION_MIN", | |
| "CLOSED_CREDIT_DURATION_MAX", | |
| "CLOSED_CREDIT_DURATION_MEAN", | |
| "CLOSED_ENDDATE_DIF_MIN", | |
| "CLOSED_ENDDATE_DIF_MAX", | |
| "CLOSED_ENDDATE_DIF_MEAN", | |
| "CLOSED_DEBT_CREDIT_DIFF_MIN", | |
| "CLOSED_DEBT_CREDIT_DIFF_MAX", | |
| "CLOSED_DEBT_CREDIT_DIFF_MEAN", | |
| "CLOSED_BUREAU_CREDIT_FACT_DIFF_MIN", | |
| "CLOSED_BUREAU_CREDIT_FACT_DIFF_MAX", | |
| "CLOSED_BUREAU_CREDIT_FACT_DIFF_MEAN", | |
| "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MIN", | |
| "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MAX", | |
| "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MEAN", | |
| "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MIN", | |
| "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MAX", | |
| "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MEAN", | |
| "CLOSED_BUREAU_IS_DPD_MEAN", | |
| "CLOSED_BUREAU_IS_DPD_SUM", | |
| "CLOSED_BUREAU_IS_DPD_OVER120_MEAN", | |
| "CLOSED_BUREAU_IS_DPD_OVER120_SUM", | |
| "APPROVED_RATE_DOWN_PAYMENT_VAR", | |
| "REFUSED_AMT_ANNUITY_MIN", | |
| "REFUSED_AMT_ANNUITY_MAX", | |
| "REFUSED_AMT_ANNUITY_MEAN", | |
| "REFUSED_AMT_ANNUITY_SUM", | |
| "REFUSED_AMT_ANNUITY_VAR", | |
| "REFUSED_AMT_APPLICATION_MIN", | |
| "REFUSED_AMT_APPLICATION_MAX", | |
| "REFUSED_AMT_APPLICATION_MEAN", | |
| "REFUSED_AMT_APPLICATION_SUM", | |
| "REFUSED_AMT_CREDIT_MIN", | |
| "REFUSED_AMT_CREDIT_MAX", | |
| "REFUSED_AMT_CREDIT_MEAN", | |
| "REFUSED_AMT_CREDIT_SUM", | |
| "REFUSED_APP_CREDIT_PERC_MIN", | |
| "REFUSED_APP_CREDIT_PERC_MAX", | |
| "REFUSED_APP_CREDIT_PERC_MEAN", | |
| "REFUSED_APP_CREDIT_PERC_VAR", | |
| "REFUSED_AMT_DOWN_PAYMENT_SUM", | |
| "REFUSED_AMT_GOODS_PRICE_MIN", | |
| "REFUSED_AMT_GOODS_PRICE_MAX", | |
| "REFUSED_AMT_GOODS_PRICE_MEAN", | |
| "REFUSED_AMT_GOODS_PRICE_SUM", | |
| "REFUSED_HOUR_APPR_PROCESS_START_MIN", | |
| "REFUSED_HOUR_APPR_PROCESS_START_MAX", | |
| "REFUSED_HOUR_APPR_PROCESS_START_MEAN", | |
| "REFUSED_DAYS_DECISION_MIN", | |
| "REFUSED_DAYS_DECISION_MAX", | |
| "REFUSED_DAYS_DECISION_MEAN", | |
| "REFUSED_DAYS_DECISION_SUM", | |
| "REFUSED_CNT_PAYMENT_MEAN", | |
| "REFUSED_CNT_PAYMENT_SUM", | |
| "REFUSED_CNT_PAYMENT_MAX", | |
| "REFUSED_CNT_PAYMENT_MIN", | |
| "REFUSED_SK_ID_PREV_NUNIQUE", | |
| "REFUSED_CREDIT_TO_ANNUITY_RATIO_MEAN", | |
| "REFUSED_CREDIT_TO_ANNUITY_RATIO_MAX", | |
| "REFUSED_APPLICATION_CREDIT_DIFF_MIN", | |
| "REFUSED_APPLICATION_CREDIT_DIFF_MAX", | |
| "REFUSED_APPLICATION_CREDIT_DIFF_MEAN", | |
| "REFUSED_APPLICATION_CREDIT_DIFF_SUM", | |
| "REFUSED_PREV_GOODS_DIFF_MEAN", | |
| "REFUSED_PREV_GOODS_DIFF_MAX", | |
| "REFUSED_PREV_GOODS_DIFF_SUM", | |
| "REFUSED_PREV_GOODS_APPL_RATIO_MEAN", | |
| "REFUSED_PREV_GOODS_APPL_RATIO_MAX", | |
| "REFUSED_DAYS_LAST_DUE_DIFF_SUM", | |
| "REFUSED_SIMPLE_INTERESTS_MEAN", | |
| "REFUSED_SIMPLE_INTERESTS_MAX", | |
| "CC_AMT_DRAWINGS_ATM_CURRENT_MIN", | |
| "CC_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_AMT_DRAWINGS_ATM_CURRENT_VAR", | |
| "CC_AMT_DRAWINGS_OTHER_CURRENT_MIN", | |
| "CC_AMT_DRAWINGS_OTHER_CURRENT_MAX", | |
| "CC_AMT_DRAWINGS_OTHER_CURRENT_MEAN", | |
| "CC_AMT_DRAWINGS_OTHER_CURRENT_VAR", | |
| "CC_AMT_DRAWINGS_POS_CURRENT_MIN", | |
| "CC_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_AMT_DRAWINGS_POS_CURRENT_VAR", | |
| "CC_AMT_PAYMENT_CURRENT_MIN", | |
| "CC_AMT_PAYMENT_CURRENT_MAX", | |
| "CC_AMT_PAYMENT_CURRENT_MEAN", | |
| "CC_AMT_PAYMENT_CURRENT_VAR", | |
| "CC_CNT_DRAWINGS_ATM_CURRENT_MIN", | |
| "CC_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_CNT_DRAWINGS_ATM_CURRENT_VAR", | |
| "CC_CNT_DRAWINGS_OTHER_CURRENT_MIN", | |
| "CC_CNT_DRAWINGS_OTHER_CURRENT_MAX", | |
| "CC_CNT_DRAWINGS_OTHER_CURRENT_MEAN", | |
| "CC_CNT_DRAWINGS_OTHER_CURRENT_VAR", | |
| "CC_CNT_DRAWINGS_POS_CURRENT_MIN", | |
| "CC_CNT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_CNT_DRAWINGS_POS_CURRENT_VAR", | |
| "CC_PAYMENT_DIV_MIN_MIN", | |
| "CC_PAYMENT_DIV_MIN_MAX", | |
| "CC_PAYMENT_DIV_MIN_MEAN", | |
| "CC_PAYMENT_DIV_MIN_VAR", | |
| "CC_DRAWING_LIMIT_RATIO_MIN", | |
| "CC_DRAWING_LIMIT_RATIO_MAX", | |
| "CC_DRAWING_LIMIT_RATIO_MEAN", | |
| "CC_DRAWING_LIMIT_RATIO_VAR", | |
| "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MIN", | |
| "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MAX", | |
| "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MEAN", | |
| "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_VAR", | |
| "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MIN", | |
| "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MAX", | |
| "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MEAN", | |
| "CC_TUANANH_CC_MIN_PAYMENT_RATIO_VAR", | |
| "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MIN", | |
| "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MAX", | |
| "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MEAN", | |
| "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_VAR", | |
| "CC_12M_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_12M_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_12M_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_12M_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_12M_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_12M_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_12M_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_12M_CNT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_24M_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_24M_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_24M_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_24M_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_24M_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_24M_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_24M_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_24M_CNT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_48M_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_48M_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_48M_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_48M_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_48M_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_48M_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_48M_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_48M_CNT_DRAWINGS_POS_CURRENT_MAX" | |
| ], | |
| "dropped_100_nan_cols": [ | |
| "REFUSED_DAYS_TERMINATION_MAX", | |
| "REFUSED_DAYS_LAST_DUE_DIFF_MEAN", | |
| "REFUSED_DAYS_LAST_DUE_DIFF_MAX" | |
| ], | |
| "final_fold_features": [ | |
| "CODE_GENDER", | |
| "FLAG_OWN_CAR", | |
| "FLAG_OWN_REALTY", | |
| "CNT_CHILDREN", | |
| "AMT_INCOME_TOTAL", | |
| "AMT_CREDIT", | |
| "AMT_ANNUITY", | |
| "AMT_GOODS_PRICE", | |
| "REGION_POPULATION_RELATIVE", | |
| "DAYS_BIRTH", | |
| "DAYS_EMPLOYED", | |
| "DAYS_REGISTRATION", | |
| "DAYS_ID_PUBLISH", | |
| "OWN_CAR_AGE", | |
| "FLAG_MOBIL", | |
| "FLAG_EMP_PHONE", | |
| "FLAG_WORK_PHONE", | |
| "FLAG_CONT_MOBILE", | |
| "FLAG_PHONE", | |
| "FLAG_EMAIL", | |
| "CNT_FAM_MEMBERS", | |
| "REGION_RATING_CLIENT", | |
| "REGION_RATING_CLIENT_W_CITY", | |
| "HOUR_APPR_PROCESS_START", | |
| "REG_REGION_NOT_LIVE_REGION", | |
| "REG_REGION_NOT_WORK_REGION", | |
| "LIVE_REGION_NOT_WORK_REGION", | |
| "REG_CITY_NOT_LIVE_CITY", | |
| "REG_CITY_NOT_WORK_CITY", | |
| "LIVE_CITY_NOT_WORK_CITY", | |
| "EXT_SOURCE_1", | |
| "EXT_SOURCE_2", | |
| "EXT_SOURCE_3", | |
| "APARTMENTS_AVG", | |
| "BASEMENTAREA_AVG", | |
| "YEARS_BEGINEXPLUATATION_AVG", | |
| "YEARS_BUILD_AVG", | |
| "COMMONAREA_AVG", | |
| "ELEVATORS_AVG", | |
| "ENTRANCES_AVG", | |
| "FLOORSMAX_AVG", | |
| "FLOORSMIN_AVG", | |
| "LANDAREA_AVG", | |
| "LIVINGAPARTMENTS_AVG", | |
| "LIVINGAREA_AVG", | |
| "NONLIVINGAPARTMENTS_AVG", | |
| "NONLIVINGAREA_AVG", | |
| "APARTMENTS_MODE", | |
| "BASEMENTAREA_MODE", | |
| "YEARS_BEGINEXPLUATATION_MODE", | |
| "YEARS_BUILD_MODE", | |
| "COMMONAREA_MODE", | |
| "ELEVATORS_MODE", | |
| "ENTRANCES_MODE", | |
| "FLOORSMAX_MODE", | |
| "FLOORSMIN_MODE", | |
| "LANDAREA_MODE", | |
| "LIVINGAPARTMENTS_MODE", | |
| "LIVINGAREA_MODE", | |
| "NONLIVINGAPARTMENTS_MODE", | |
| "NONLIVINGAREA_MODE", | |
| "APARTMENTS_MEDI", | |
| "BASEMENTAREA_MEDI", | |
| "YEARS_BEGINEXPLUATATION_MEDI", | |
| "YEARS_BUILD_MEDI", | |
| "COMMONAREA_MEDI", | |
| "ELEVATORS_MEDI", | |
| "ENTRANCES_MEDI", | |
| "FLOORSMAX_MEDI", | |
| "FLOORSMIN_MEDI", | |
| "LANDAREA_MEDI", | |
| "LIVINGAPARTMENTS_MEDI", | |
| "LIVINGAREA_MEDI", | |
| "NONLIVINGAPARTMENTS_MEDI", | |
| "NONLIVINGAREA_MEDI", | |
| "TOTALAREA_MODE", | |
| "OBS_30_CNT_SOCIAL_CIRCLE", | |
| "DEF_30_CNT_SOCIAL_CIRCLE", | |
| "OBS_60_CNT_SOCIAL_CIRCLE", | |
| "DEF_60_CNT_SOCIAL_CIRCLE", | |
| "DAYS_LAST_PHONE_CHANGE", | |
| "FLAG_DOCUMENT_2", | |
| "FLAG_DOCUMENT_3", | |
| "FLAG_DOCUMENT_4", | |
| "FLAG_DOCUMENT_5", | |
| "FLAG_DOCUMENT_6", | |
| "FLAG_DOCUMENT_7", | |
| "FLAG_DOCUMENT_8", | |
| "FLAG_DOCUMENT_9", | |
| "FLAG_DOCUMENT_10", | |
| "FLAG_DOCUMENT_11", | |
| "FLAG_DOCUMENT_12", | |
| "FLAG_DOCUMENT_13", | |
| "FLAG_DOCUMENT_14", | |
| "FLAG_DOCUMENT_15", | |
| "FLAG_DOCUMENT_16", | |
| "FLAG_DOCUMENT_17", | |
| "FLAG_DOCUMENT_18", | |
| "FLAG_DOCUMENT_19", | |
| "FLAG_DOCUMENT_20", | |
| "FLAG_DOCUMENT_21", | |
| "AMT_REQ_CREDIT_BUREAU_HOUR", | |
| "AMT_REQ_CREDIT_BUREAU_DAY", | |
| "AMT_REQ_CREDIT_BUREAU_WEEK", | |
| "AMT_REQ_CREDIT_BUREAU_MON", | |
| "AMT_REQ_CREDIT_BUREAU_QRT", | |
| "AMT_REQ_CREDIT_BUREAU_YEAR", | |
| "DOCUMENT_COUNT", | |
| "NEW_DOC_KURT", | |
| "APP_SCORE1_TO_BIRTH_RATIO", | |
| "APP_SCORE2_TO_BIRTH_RATIO", | |
| "APP_SCORE3_TO_BIRTH_RATIO", | |
| "APP_SCORE1_TO_EMPLOY_RATIO", | |
| "APP_EXT_SOURCE_1_EXT_SOURCE_2_DAYS_BIRTH", | |
| "APP_SCORE1_TO_FAM_CNT_RATIO", | |
| "APP_SCORE1_TO_GOODS_RATIO", | |
| "APP_SCORE1_TO_CREDIT_RATIO", | |
| "APP_SCORE1_TO_SCORE2_RATIO", | |
| "APP_SCORE1_TO_SCORE3_RATIO", | |
| "APP_SCORE2_TO_CREDIT_RATIO", | |
| "APP_SCORE2_TO_REGION_RATING_RATIO", | |
| "APP_SCORE2_TO_CITY_RATING_RATIO", | |
| "APP_SCORE2_TO_POP_RATIO", | |
| "APP_SCORE2_TO_PHONE_CHANGE_RATIO", | |
| "APP_EXT_SOURCE_1_EXT_SOURCE_2", | |
| "APP_EXT_SOURCE_1_EXT_SOURCE_3", | |
| "APP_EXT_SOURCE_2_EXT_SOURCE_3", | |
| "APP_EXT_SOURCE_1_DAYS_EMPLOYED", | |
| "APP_EXT_SOURCE_2_DAYS_EMPLOYED", | |
| "APP_EXT_SOURCE_3_DAYS_EMPLOYED", | |
| "DAYS_EMPLOYED_PERC", | |
| "INCOME_CREDIT_PERC", | |
| "INCOME_PER_PERSON", | |
| "ANNUITY_INCOME_PERC", | |
| "PAYMENT_RATE", | |
| "CREDIT_TO_GOODS_RATIO", | |
| "INCOME_TO_ANNUITY_RATIO", | |
| "CREDIT_TO_INCOME_RATIO", | |
| "CREDIT_TO_ANNUITY_RATIO", | |
| "INCOME_X_CREDIT", | |
| "INCOME_X_BIRTH", | |
| "DUYET_CREDIT_GOODS_DIFF", | |
| "DUYET_EXT_SOURCE_WEIGHTED", | |
| "DUYET_EMPLOYMENT_TO_AGE_RATIO", | |
| "DUYET_ANNUITY_LENGTH", | |
| "DUYET_ANNUITY_TO_INCOME_RATIO", | |
| "DUYET_CREDIT_ANNUITY_RATIO", | |
| "TUANANH_EMPLOYED_BIRTH_RATIO", | |
| "TUANANH_INCOME_CREDIT_RATIO", | |
| "TUANANH_INCOME_PER_FAMILY_MEMBER", | |
| "TUANANH_ANNUITY_INCOME_RATIO", | |
| "TUANANH_PAYMENT_RATE", | |
| "TUANANH_CREDIT_GOODS_RATIO", | |
| "TUANANH_INCOME_ANNUITY_RATIO", | |
| "TUANANH_CREDIT_INCOME_RATIO", | |
| "TUANANH_CREDIT_GOODS_DIFF", | |
| "TUANANH_EXT_SOURCE_MEAN", | |
| "TUANANH_EXT_SOURCE_STD", | |
| "TUANANH_EXT_SOURCE_WEIGHTED", | |
| "TUANANH_PHONE_EMPLOYED_RATIO", | |
| "INCOME_TO_EMPLOYED_RATIO", | |
| "INCOME_TO_BIRTH_RATIO", | |
| "ID_TO_BIRTH_RATIO", | |
| "CAR_TO_BIRTH_RATIO", | |
| "CAR_TO_EMPLOYED_RATIO", | |
| "PHONE_TO_BIRTH_RATIO", | |
| "APPS_GOODS_INCOME_RATIO", | |
| "APPS_CNT_FAM_INCOME_RATIO", | |
| "APPS_INCOME_EMPLOYED_RATIO", | |
| "CREDIT_TO_GOODS_RATIO_2", | |
| "APP_AMT_INCOME_TOTAL_12_AMT_ANNUITY_ratio", | |
| "APP_INCOME_TO_EMPLOYED_RATIO", | |
| "APP_DAYS_LAST_PHONE_CHANGE_DAYS_EMPLOYED_ratio", | |
| "APP_DAYS_EMPLOYED_DAYS_BIRTH_diff", | |
| "BURO_DAYS_CREDIT_MIN", | |
| "BURO_DAYS_CREDIT_MAX", | |
| "BURO_DAYS_CREDIT_MEAN", | |
| "BURO_DAYS_CREDIT_VAR", | |
| "BURO_DAYS_CREDIT_SUM", | |
| "BURO_DAYS_CREDIT_ENDDATE_MIN", | |
| "BURO_DAYS_CREDIT_ENDDATE_MAX", | |
| "BURO_DAYS_CREDIT_ENDDATE_MEAN", | |
| "BURO_DAYS_CREDIT_ENDDATE_VAR", | |
| "BURO_DAYS_CREDIT_UPDATE_MEAN", | |
| "BURO_DAYS_CREDIT_UPDATE_MIN", | |
| "BURO_DAYS_CREDIT_UPDATE_MAX", | |
| "BURO_CREDIT_DAY_OVERDUE_MAX", | |
| "BURO_CREDIT_DAY_OVERDUE_MEAN", | |
| "BURO_CREDIT_DAY_OVERDUE_SUM", | |
| "BURO_CREDIT_DAY_OVERDUE_MIN", | |
| "BURO_AMT_CREDIT_MAX_OVERDUE_MEAN", | |
| "BURO_AMT_CREDIT_MAX_OVERDUE_MAX", | |
| "BURO_AMT_CREDIT_MAX_OVERDUE_SUM", | |
| "BURO_AMT_CREDIT_SUM_MAX", | |
| "BURO_AMT_CREDIT_SUM_MEAN", | |
| "BURO_AMT_CREDIT_SUM_SUM", | |
| "BURO_AMT_CREDIT_SUM_DEBT_MAX", | |
| "BURO_AMT_CREDIT_SUM_DEBT_MEAN", | |
| "BURO_AMT_CREDIT_SUM_DEBT_SUM", | |
| "BURO_AMT_CREDIT_SUM_OVERDUE_MEAN", | |
| "BURO_AMT_CREDIT_SUM_OVERDUE_MAX", | |
| "BURO_AMT_CREDIT_SUM_OVERDUE_SUM", | |
| "BURO_AMT_CREDIT_SUM_LIMIT_MEAN", | |
| "BURO_AMT_CREDIT_SUM_LIMIT_SUM", | |
| "BURO_AMT_CREDIT_SUM_LIMIT_MAX", | |
| "BURO_AMT_ANNUITY_MAX", | |
| "BURO_AMT_ANNUITY_MEAN", | |
| "BURO_AMT_ANNUITY_SUM", | |
| "BURO_AMT_ANNUITY_MIN", | |
| "BURO_AMT_ANNUITY_VAR", | |
| "BURO_CNT_CREDIT_PROLONG_SUM", | |
| "BURO_CNT_CREDIT_PROLONG_MEAN", | |
| "BURO_BB_MONTHS_BALANCE_MIN_MIN", | |
| "BURO_BB_MONTHS_BALANCE_MAX_MAX", | |
| "BURO_BB_MONTHS_BALANCE_SIZE_MEAN", | |
| "BURO_BB_MONTHS_BALANCE_SIZE_SUM", | |
| "BURO_BB_MONTHS_BALANCE_SIZE_MIN", | |
| "BURO_BB_MONTHS_BALANCE_SIZE_MAX", | |
| "BURO_BB_MONTHS_BALANCE_MEAN_MEAN", | |
| "BURO_BB_MONTHS_BALANCE_VAR_MEAN", | |
| "BURO_CREDIT_DURATION_MIN", | |
| "BURO_CREDIT_DURATION_MAX", | |
| "BURO_CREDIT_DURATION_MEAN", | |
| "BURO_ENDDATE_DIF_MIN", | |
| "BURO_ENDDATE_DIF_MAX", | |
| "BURO_ENDDATE_DIF_MEAN", | |
| "BURO_DEBT_PERCENTAGE_MIN", | |
| "BURO_DEBT_PERCENTAGE_MAX", | |
| "BURO_DEBT_PERCENTAGE_MEAN", | |
| "BURO_DEBT_CREDIT_DIFF_MIN", | |
| "BURO_DEBT_CREDIT_DIFF_MAX", | |
| "BURO_DEBT_CREDIT_DIFF_MEAN", | |
| "BURO_CREDIT_TO_ANNUITY_RATIO_MIN", | |
| "BURO_CREDIT_TO_ANNUITY_RATIO_MAX", | |
| "BURO_CREDIT_TO_ANNUITY_RATIO_MEAN", | |
| "BURO_BUREAU_CREDIT_FACT_DIFF_MIN", | |
| "BURO_BUREAU_CREDIT_FACT_DIFF_MAX", | |
| "BURO_BUREAU_CREDIT_FACT_DIFF_MEAN", | |
| "BURO_BUREAU_CREDIT_ENDDATE_DIFF_MIN", | |
| "BURO_BUREAU_CREDIT_ENDDATE_DIFF_MAX", | |
| "BURO_BUREAU_CREDIT_ENDDATE_DIFF_MEAN", | |
| "BURO_BUREAU_CREDIT_DEBT_RATIO_MIN", | |
| "BURO_BUREAU_CREDIT_DEBT_RATIO_MAX", | |
| "BURO_BUREAU_CREDIT_DEBT_RATIO_MEAN", | |
| "BURO_BUREAU_IS_DPD_MEAN", | |
| "BURO_BUREAU_IS_DPD_SUM", | |
| "BURO_BUREAU_IS_DPD_OVER120_MEAN", | |
| "BURO_BUREAU_IS_DPD_OVER120_SUM", | |
| "BURO_CREDIT_ACTIVE_Active_MEAN", | |
| "BURO_CREDIT_ACTIVE_Active_SUM", | |
| "BURO_CREDIT_ACTIVE_Bad_debt_MEAN", | |
| "BURO_CREDIT_ACTIVE_Bad_debt_SUM", | |
| "BURO_CREDIT_ACTIVE_Closed_MEAN", | |
| "BURO_CREDIT_ACTIVE_Closed_SUM", | |
| "BURO_CREDIT_ACTIVE_Sold_MEAN", | |
| "BURO_CREDIT_ACTIVE_Sold_SUM", | |
| "BURO_CREDIT_ACTIVE_nan_MEAN", | |
| "BURO_CREDIT_ACTIVE_nan_SUM", | |
| "BURO_CREDIT_CURRENCY_currency_1_MEAN", | |
| "BURO_CREDIT_CURRENCY_currency_1_SUM", | |
| "BURO_CREDIT_CURRENCY_currency_2_MEAN", | |
| "BURO_CREDIT_CURRENCY_currency_2_SUM", | |
| "BURO_CREDIT_CURRENCY_currency_3_MEAN", | |
| "BURO_CREDIT_CURRENCY_currency_3_SUM", | |
| "BURO_CREDIT_CURRENCY_currency_4_MEAN", | |
| "BURO_CREDIT_CURRENCY_currency_4_SUM", | |
| "BURO_CREDIT_CURRENCY_nan_MEAN", | |
| "BURO_CREDIT_CURRENCY_nan_SUM", | |
| "BURO_CREDIT_TYPE_Another_type_of_loan_MEAN", | |
| "BURO_CREDIT_TYPE_Another_type_of_loan_SUM", | |
| "BURO_CREDIT_TYPE_Car_loan_MEAN", | |
| "BURO_CREDIT_TYPE_Car_loan_SUM", | |
| "BURO_CREDIT_TYPE_Cash_loan__non_earmarked__MEAN", | |
| "BURO_CREDIT_TYPE_Cash_loan__non_earmarked__SUM", | |
| "BURO_CREDIT_TYPE_Consumer_credit_MEAN", | |
| "BURO_CREDIT_TYPE_Consumer_credit_SUM", | |
| "BURO_CREDIT_TYPE_Credit_card_MEAN", | |
| "BURO_CREDIT_TYPE_Credit_card_SUM", | |
| "BURO_CREDIT_TYPE_Interbank_credit_MEAN", | |
| "BURO_CREDIT_TYPE_Interbank_credit_SUM", | |
| "BURO_CREDIT_TYPE_Loan_for_business_development_MEAN", | |
| "BURO_CREDIT_TYPE_Loan_for_business_development_SUM", | |
| "BURO_CREDIT_TYPE_Loan_for_purchase_of_shares__margin_lending__MEAN", | |
| "BURO_CREDIT_TYPE_Loan_for_purchase_of_shares__margin_lending__SUM", | |
| "BURO_CREDIT_TYPE_Loan_for_the_purchase_of_equipment_MEAN", | |
| "BURO_CREDIT_TYPE_Loan_for_the_purchase_of_equipment_SUM", | |
| "BURO_CREDIT_TYPE_Loan_for_working_capital_replenishment_MEAN", | |
| "BURO_CREDIT_TYPE_Loan_for_working_capital_replenishment_SUM", | |
| "BURO_CREDIT_TYPE_Microloan_MEAN", | |
| "BURO_CREDIT_TYPE_Microloan_SUM", | |
| "BURO_CREDIT_TYPE_Mobile_operator_loan_MEAN", | |
| "BURO_CREDIT_TYPE_Mobile_operator_loan_SUM", | |
| "BURO_CREDIT_TYPE_Mortgage_MEAN", | |
| "BURO_CREDIT_TYPE_Mortgage_SUM", | |
| "BURO_CREDIT_TYPE_Real_estate_loan_MEAN", | |
| "BURO_CREDIT_TYPE_Real_estate_loan_SUM", | |
| "BURO_CREDIT_TYPE_Unknown_type_of_loan_MEAN", | |
| "BURO_CREDIT_TYPE_Unknown_type_of_loan_SUM", | |
| "BURO_CREDIT_TYPE_nan_MEAN", | |
| "BURO_CREDIT_TYPE_nan_SUM", | |
| "BURO_BB_STATUS_0_MEAN_MEAN", | |
| "BURO_BB_STATUS_1_MEAN_MEAN", | |
| "BURO_BB_STATUS_2_MEAN_MEAN", | |
| "BURO_BB_STATUS_3_MEAN_MEAN", | |
| "BURO_BB_STATUS_4_MEAN_MEAN", | |
| "BURO_BB_STATUS_5_MEAN_MEAN", | |
| "BURO_BB_STATUS_C_MEAN_MEAN", | |
| "BURO_BB_STATUS_X_MEAN_MEAN", | |
| "BURO_BB_STATUS_nan_MEAN_MEAN", | |
| "BURO_BB_STATUS_0_SUM_MEAN", | |
| "BURO_BB_STATUS_1_SUM_MEAN", | |
| "BURO_BB_STATUS_2_SUM_MEAN", | |
| "BURO_BB_STATUS_3_SUM_MEAN", | |
| "BURO_BB_STATUS_4_SUM_MEAN", | |
| "BURO_BB_STATUS_5_SUM_MEAN", | |
| "BURO_BB_STATUS_C_SUM_MEAN", | |
| "BURO_BB_STATUS_X_SUM_MEAN", | |
| "BURO_BB_STATUS_nan_SUM_MEAN", | |
| "ACTIVE_DAYS_CREDIT_MIN", | |
| "ACTIVE_DAYS_CREDIT_MAX", | |
| "ACTIVE_DAYS_CREDIT_MEAN", | |
| "ACTIVE_DAYS_CREDIT_VAR", | |
| "ACTIVE_DAYS_CREDIT_SUM", | |
| "ACTIVE_DAYS_CREDIT_ENDDATE_MIN", | |
| "ACTIVE_DAYS_CREDIT_ENDDATE_MAX", | |
| "ACTIVE_DAYS_CREDIT_ENDDATE_MEAN", | |
| "ACTIVE_DAYS_CREDIT_ENDDATE_VAR", | |
| "ACTIVE_DAYS_CREDIT_UPDATE_MEAN", | |
| "ACTIVE_DAYS_CREDIT_UPDATE_MIN", | |
| "ACTIVE_DAYS_CREDIT_UPDATE_MAX", | |
| "ACTIVE_CREDIT_DAY_OVERDUE_MAX", | |
| "ACTIVE_CREDIT_DAY_OVERDUE_MEAN", | |
| "ACTIVE_CREDIT_DAY_OVERDUE_SUM", | |
| "ACTIVE_CREDIT_DAY_OVERDUE_MIN", | |
| "ACTIVE_AMT_CREDIT_MAX_OVERDUE_MEAN", | |
| "ACTIVE_AMT_CREDIT_MAX_OVERDUE_MAX", | |
| "ACTIVE_AMT_CREDIT_MAX_OVERDUE_SUM", | |
| "ACTIVE_AMT_CREDIT_SUM_MAX", | |
| "ACTIVE_AMT_CREDIT_SUM_MEAN", | |
| "ACTIVE_AMT_CREDIT_SUM_SUM", | |
| "ACTIVE_AMT_CREDIT_SUM_DEBT_MAX", | |
| "ACTIVE_AMT_CREDIT_SUM_DEBT_MEAN", | |
| "ACTIVE_AMT_CREDIT_SUM_DEBT_SUM", | |
| "ACTIVE_AMT_CREDIT_SUM_OVERDUE_MEAN", | |
| "ACTIVE_AMT_CREDIT_SUM_OVERDUE_MAX", | |
| "ACTIVE_AMT_CREDIT_SUM_OVERDUE_SUM", | |
| "ACTIVE_AMT_CREDIT_SUM_LIMIT_MEAN", | |
| "ACTIVE_AMT_CREDIT_SUM_LIMIT_SUM", | |
| "ACTIVE_AMT_CREDIT_SUM_LIMIT_MAX", | |
| "ACTIVE_AMT_ANNUITY_MAX", | |
| "ACTIVE_AMT_ANNUITY_MEAN", | |
| "ACTIVE_AMT_ANNUITY_SUM", | |
| "ACTIVE_AMT_ANNUITY_MIN", | |
| "ACTIVE_AMT_ANNUITY_VAR", | |
| "ACTIVE_CNT_CREDIT_PROLONG_SUM", | |
| "ACTIVE_CNT_CREDIT_PROLONG_MEAN", | |
| "ACTIVE_BB_MONTHS_BALANCE_MIN_MIN", | |
| "ACTIVE_BB_MONTHS_BALANCE_MAX_MAX", | |
| "ACTIVE_BB_MONTHS_BALANCE_SIZE_MEAN", | |
| "ACTIVE_BB_MONTHS_BALANCE_SIZE_SUM", | |
| "ACTIVE_BB_MONTHS_BALANCE_SIZE_MIN", | |
| "ACTIVE_BB_MONTHS_BALANCE_SIZE_MAX", | |
| "ACTIVE_BB_MONTHS_BALANCE_MEAN_MEAN", | |
| "ACTIVE_BB_MONTHS_BALANCE_VAR_MEAN", | |
| "ACTIVE_CREDIT_DURATION_MIN", | |
| "ACTIVE_CREDIT_DURATION_MAX", | |
| "ACTIVE_CREDIT_DURATION_MEAN", | |
| "ACTIVE_ENDDATE_DIF_MIN", | |
| "ACTIVE_ENDDATE_DIF_MAX", | |
| "ACTIVE_ENDDATE_DIF_MEAN", | |
| "ACTIVE_DEBT_PERCENTAGE_MIN", | |
| "ACTIVE_DEBT_PERCENTAGE_MAX", | |
| "ACTIVE_DEBT_PERCENTAGE_MEAN", | |
| "ACTIVE_DEBT_CREDIT_DIFF_MIN", | |
| "ACTIVE_DEBT_CREDIT_DIFF_MAX", | |
| "ACTIVE_DEBT_CREDIT_DIFF_MEAN", | |
| "ACTIVE_CREDIT_TO_ANNUITY_RATIO_MIN", | |
| "ACTIVE_CREDIT_TO_ANNUITY_RATIO_MAX", | |
| "ACTIVE_CREDIT_TO_ANNUITY_RATIO_MEAN", | |
| "ACTIVE_BUREAU_CREDIT_FACT_DIFF_MIN", | |
| "ACTIVE_BUREAU_CREDIT_FACT_DIFF_MAX", | |
| "ACTIVE_BUREAU_CREDIT_FACT_DIFF_MEAN", | |
| "ACTIVE_BUREAU_CREDIT_ENDDATE_DIFF_MIN", | |
| "ACTIVE_BUREAU_CREDIT_ENDDATE_DIFF_MAX", | |
| "ACTIVE_BUREAU_CREDIT_ENDDATE_DIFF_MEAN", | |
| "ACTIVE_BUREAU_CREDIT_DEBT_RATIO_MIN", | |
| "ACTIVE_BUREAU_CREDIT_DEBT_RATIO_MAX", | |
| "ACTIVE_BUREAU_CREDIT_DEBT_RATIO_MEAN", | |
| "ACTIVE_BUREAU_IS_DPD_MEAN", | |
| "ACTIVE_BUREAU_IS_DPD_SUM", | |
| "ACTIVE_BUREAU_IS_DPD_OVER120_MEAN", | |
| "ACTIVE_BUREAU_IS_DPD_OVER120_SUM", | |
| "CLOSED_DAYS_CREDIT_MIN", | |
| "CLOSED_DAYS_CREDIT_MAX", | |
| "CLOSED_DAYS_CREDIT_MEAN", | |
| "CLOSED_DAYS_CREDIT_VAR", | |
| "CLOSED_DAYS_CREDIT_SUM", | |
| "CLOSED_DAYS_CREDIT_ENDDATE_MIN", | |
| "CLOSED_DAYS_CREDIT_ENDDATE_MAX", | |
| "CLOSED_DAYS_CREDIT_ENDDATE_MEAN", | |
| "CLOSED_DAYS_CREDIT_ENDDATE_VAR", | |
| "CLOSED_DAYS_CREDIT_UPDATE_MEAN", | |
| "CLOSED_DAYS_CREDIT_UPDATE_MIN", | |
| "CLOSED_DAYS_CREDIT_UPDATE_MAX", | |
| "CLOSED_CREDIT_DAY_OVERDUE_MAX", | |
| "CLOSED_CREDIT_DAY_OVERDUE_MEAN", | |
| "CLOSED_CREDIT_DAY_OVERDUE_SUM", | |
| "CLOSED_CREDIT_DAY_OVERDUE_MIN", | |
| "CLOSED_AMT_CREDIT_MAX_OVERDUE_MEAN", | |
| "CLOSED_AMT_CREDIT_MAX_OVERDUE_MAX", | |
| "CLOSED_AMT_CREDIT_MAX_OVERDUE_SUM", | |
| "CLOSED_AMT_CREDIT_SUM_MAX", | |
| "CLOSED_AMT_CREDIT_SUM_MEAN", | |
| "CLOSED_AMT_CREDIT_SUM_SUM", | |
| "CLOSED_AMT_CREDIT_SUM_DEBT_MAX", | |
| "CLOSED_AMT_CREDIT_SUM_DEBT_MEAN", | |
| "CLOSED_AMT_CREDIT_SUM_DEBT_SUM", | |
| "CLOSED_AMT_CREDIT_SUM_OVERDUE_MEAN", | |
| "CLOSED_AMT_CREDIT_SUM_OVERDUE_MAX", | |
| "CLOSED_AMT_CREDIT_SUM_OVERDUE_SUM", | |
| "CLOSED_AMT_CREDIT_SUM_LIMIT_MEAN", | |
| "CLOSED_AMT_CREDIT_SUM_LIMIT_SUM", | |
| "CLOSED_AMT_CREDIT_SUM_LIMIT_MAX", | |
| "CLOSED_AMT_ANNUITY_MAX", | |
| "CLOSED_AMT_ANNUITY_MEAN", | |
| "CLOSED_AMT_ANNUITY_SUM", | |
| "CLOSED_AMT_ANNUITY_MIN", | |
| "CLOSED_AMT_ANNUITY_VAR", | |
| "CLOSED_CNT_CREDIT_PROLONG_SUM", | |
| "CLOSED_CNT_CREDIT_PROLONG_MEAN", | |
| "CLOSED_BB_MONTHS_BALANCE_MIN_MIN", | |
| "CLOSED_BB_MONTHS_BALANCE_MAX_MAX", | |
| "CLOSED_BB_MONTHS_BALANCE_SIZE_MEAN", | |
| "CLOSED_BB_MONTHS_BALANCE_SIZE_SUM", | |
| "CLOSED_BB_MONTHS_BALANCE_SIZE_MIN", | |
| "CLOSED_BB_MONTHS_BALANCE_SIZE_MAX", | |
| "CLOSED_BB_MONTHS_BALANCE_MEAN_MEAN", | |
| "CLOSED_BB_MONTHS_BALANCE_VAR_MEAN", | |
| "CLOSED_CREDIT_DURATION_MIN", | |
| "CLOSED_CREDIT_DURATION_MAX", | |
| "CLOSED_CREDIT_DURATION_MEAN", | |
| "CLOSED_ENDDATE_DIF_MIN", | |
| "CLOSED_ENDDATE_DIF_MAX", | |
| "CLOSED_ENDDATE_DIF_MEAN", | |
| "CLOSED_DEBT_PERCENTAGE_MIN", | |
| "CLOSED_DEBT_PERCENTAGE_MAX", | |
| "CLOSED_DEBT_PERCENTAGE_MEAN", | |
| "CLOSED_DEBT_CREDIT_DIFF_MIN", | |
| "CLOSED_DEBT_CREDIT_DIFF_MAX", | |
| "CLOSED_DEBT_CREDIT_DIFF_MEAN", | |
| "CLOSED_CREDIT_TO_ANNUITY_RATIO_MIN", | |
| "CLOSED_CREDIT_TO_ANNUITY_RATIO_MAX", | |
| "CLOSED_CREDIT_TO_ANNUITY_RATIO_MEAN", | |
| "CLOSED_BUREAU_CREDIT_FACT_DIFF_MIN", | |
| "CLOSED_BUREAU_CREDIT_FACT_DIFF_MAX", | |
| "CLOSED_BUREAU_CREDIT_FACT_DIFF_MEAN", | |
| "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MIN", | |
| "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MAX", | |
| "CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MEAN", | |
| "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MIN", | |
| "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MAX", | |
| "CLOSED_BUREAU_CREDIT_DEBT_RATIO_MEAN", | |
| "CLOSED_BUREAU_IS_DPD_MEAN", | |
| "CLOSED_BUREAU_IS_DPD_SUM", | |
| "CLOSED_BUREAU_IS_DPD_OVER120_MEAN", | |
| "CLOSED_BUREAU_IS_DPD_OVER120_SUM", | |
| "PREV_AMT_ANNUITY_MIN", | |
| "PREV_AMT_ANNUITY_MAX", | |
| "PREV_AMT_ANNUITY_MEAN", | |
| "PREV_AMT_ANNUITY_SUM", | |
| "PREV_AMT_ANNUITY_VAR", | |
| "PREV_AMT_APPLICATION_MIN", | |
| "PREV_AMT_APPLICATION_MAX", | |
| "PREV_AMT_APPLICATION_MEAN", | |
| "PREV_AMT_APPLICATION_SUM", | |
| "PREV_AMT_CREDIT_MIN", | |
| "PREV_AMT_CREDIT_MAX", | |
| "PREV_AMT_CREDIT_MEAN", | |
| "PREV_AMT_CREDIT_SUM", | |
| "PREV_APP_CREDIT_PERC_MIN", | |
| "PREV_APP_CREDIT_PERC_MAX", | |
| "PREV_APP_CREDIT_PERC_MEAN", | |
| "PREV_APP_CREDIT_PERC_VAR", | |
| "PREV_AMT_DOWN_PAYMENT_MIN", | |
| "PREV_AMT_DOWN_PAYMENT_MAX", | |
| "PREV_AMT_DOWN_PAYMENT_MEAN", | |
| "PREV_AMT_DOWN_PAYMENT_SUM", | |
| "PREV_AMT_GOODS_PRICE_MIN", | |
| "PREV_AMT_GOODS_PRICE_MAX", | |
| "PREV_AMT_GOODS_PRICE_MEAN", | |
| "PREV_AMT_GOODS_PRICE_SUM", | |
| "PREV_HOUR_APPR_PROCESS_START_MIN", | |
| "PREV_HOUR_APPR_PROCESS_START_MAX", | |
| "PREV_HOUR_APPR_PROCESS_START_MEAN", | |
| "PREV_RATE_DOWN_PAYMENT_MIN", | |
| "PREV_RATE_DOWN_PAYMENT_MAX", | |
| "PREV_RATE_DOWN_PAYMENT_MEAN", | |
| "PREV_RATE_DOWN_PAYMENT_VAR", | |
| "PREV_DAYS_DECISION_MIN", | |
| "PREV_DAYS_DECISION_MAX", | |
| "PREV_DAYS_DECISION_MEAN", | |
| "PREV_DAYS_DECISION_SUM", | |
| "PREV_CNT_PAYMENT_MEAN", | |
| "PREV_CNT_PAYMENT_SUM", | |
| "PREV_CNT_PAYMENT_MAX", | |
| "PREV_CNT_PAYMENT_MIN", | |
| "PREV_SK_ID_PREV_NUNIQUE", | |
| "PREV_DAYS_TERMINATION_MAX", | |
| "PREV_CREDIT_TO_ANNUITY_RATIO_MEAN", | |
| "PREV_CREDIT_TO_ANNUITY_RATIO_MAX", | |
| "PREV_APPLICATION_CREDIT_DIFF_MIN", | |
| "PREV_APPLICATION_CREDIT_DIFF_MAX", | |
| "PREV_APPLICATION_CREDIT_DIFF_MEAN", | |
| "PREV_APPLICATION_CREDIT_DIFF_SUM", | |
| "PREV_DOWN_PAYMENT_TO_CREDIT_MEAN", | |
| "PREV_PREV_GOODS_DIFF_MEAN", | |
| "PREV_PREV_GOODS_DIFF_MAX", | |
| "PREV_PREV_GOODS_DIFF_SUM", | |
| "PREV_PREV_GOODS_APPL_RATIO_MEAN", | |
| "PREV_PREV_GOODS_APPL_RATIO_MAX", | |
| "PREV_DAYS_LAST_DUE_DIFF_MEAN", | |
| "PREV_DAYS_LAST_DUE_DIFF_MAX", | |
| "PREV_DAYS_LAST_DUE_DIFF_SUM", | |
| "PREV_SIMPLE_INTERESTS_MEAN", | |
| "PREV_SIMPLE_INTERESTS_MAX", | |
| "PREV_NAME_CONTRACT_TYPE_Cash_loans_MEAN", | |
| "PREV_NAME_CONTRACT_TYPE_Cash_loans_SUM", | |
| "PREV_NAME_CONTRACT_TYPE_Consumer_loans_MEAN", | |
| "PREV_NAME_CONTRACT_TYPE_Consumer_loans_SUM", | |
| "PREV_NAME_CONTRACT_TYPE_Revolving_loans_MEAN", | |
| "PREV_NAME_CONTRACT_TYPE_Revolving_loans_SUM", | |
| "PREV_NAME_CONTRACT_TYPE_XNA_MEAN", | |
| "PREV_NAME_CONTRACT_TYPE_XNA_SUM", | |
| "PREV_NAME_CONTRACT_TYPE_nan_MEAN", | |
| "PREV_NAME_CONTRACT_TYPE_nan_SUM", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_FRIDAY_MEAN", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_FRIDAY_SUM", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_MONDAY_MEAN", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_MONDAY_SUM", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_SATURDAY_MEAN", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_SATURDAY_SUM", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_SUNDAY_MEAN", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_SUNDAY_SUM", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_THURSDAY_MEAN", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_THURSDAY_SUM", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_TUESDAY_MEAN", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_TUESDAY_SUM", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_WEDNESDAY_MEAN", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_WEDNESDAY_SUM", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_nan_MEAN", | |
| "PREV_WEEKDAY_APPR_PROCESS_START_nan_SUM", | |
| "PREV_FLAG_LAST_APPL_PER_CONTRACT_N_MEAN", | |
| "PREV_FLAG_LAST_APPL_PER_CONTRACT_N_SUM", | |
| "PREV_FLAG_LAST_APPL_PER_CONTRACT_Y_MEAN", | |
| "PREV_FLAG_LAST_APPL_PER_CONTRACT_Y_SUM", | |
| "PREV_FLAG_LAST_APPL_PER_CONTRACT_nan_MEAN", | |
| "PREV_FLAG_LAST_APPL_PER_CONTRACT_nan_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Building_a_house_or_an_annex_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Building_a_house_or_an_annex_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Business_development_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Business_development_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_garage_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_garage_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_holiday_home___land_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_holiday_home___land_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_home_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_home_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_new_car_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_new_car_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_used_car_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Buying_a_used_car_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Car_repairs_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Car_repairs_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Education_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Education_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Everyday_expenses_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Everyday_expenses_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Furniture_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Furniture_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Gasification___water_supply_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Gasification___water_supply_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Hobby_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Hobby_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Journey_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Journey_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Medicine_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Medicine_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Money_for_a_third_person_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Money_for_a_third_person_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Other_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Other_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Payments_on_other_loans_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Payments_on_other_loans_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Purchase_of_electronic_equipment_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Purchase_of_electronic_equipment_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Refusal_to_name_the_goal_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Refusal_to_name_the_goal_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Repairs_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Repairs_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Urgent_needs_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Urgent_needs_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Wedding___gift___holiday_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_Wedding___gift___holiday_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_XAP_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_XAP_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_XNA_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_XNA_SUM", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_nan_MEAN", | |
| "PREV_NAME_CASH_LOAN_PURPOSE_nan_SUM", | |
| "PREV_NAME_CONTRACT_STATUS_Approved_MEAN", | |
| "PREV_NAME_CONTRACT_STATUS_Approved_SUM", | |
| "PREV_NAME_CONTRACT_STATUS_Canceled_MEAN", | |
| "PREV_NAME_CONTRACT_STATUS_Canceled_SUM", | |
| "PREV_NAME_CONTRACT_STATUS_Refused_MEAN", | |
| "PREV_NAME_CONTRACT_STATUS_Refused_SUM", | |
| "PREV_NAME_CONTRACT_STATUS_Unused_offer_MEAN", | |
| "PREV_NAME_CONTRACT_STATUS_Unused_offer_SUM", | |
| "PREV_NAME_CONTRACT_STATUS_nan_MEAN", | |
| "PREV_NAME_CONTRACT_STATUS_nan_SUM", | |
| "PREV_NAME_PAYMENT_TYPE_Cash_through_the_bank_MEAN", | |
| "PREV_NAME_PAYMENT_TYPE_Cash_through_the_bank_SUM", | |
| "PREV_NAME_PAYMENT_TYPE_Cashless_from_the_account_of_the_employer_MEAN", | |
| "PREV_NAME_PAYMENT_TYPE_Cashless_from_the_account_of_the_employer_SUM", | |
| "PREV_NAME_PAYMENT_TYPE_Non_cash_from_your_account_MEAN", | |
| "PREV_NAME_PAYMENT_TYPE_Non_cash_from_your_account_SUM", | |
| "PREV_NAME_PAYMENT_TYPE_XNA_MEAN", | |
| "PREV_NAME_PAYMENT_TYPE_XNA_SUM", | |
| "PREV_NAME_PAYMENT_TYPE_nan_MEAN", | |
| "PREV_NAME_PAYMENT_TYPE_nan_SUM", | |
| "PREV_CODE_REJECT_REASON_CLIENT_MEAN", | |
| "PREV_CODE_REJECT_REASON_CLIENT_SUM", | |
| "PREV_CODE_REJECT_REASON_HC_MEAN", | |
| "PREV_CODE_REJECT_REASON_HC_SUM", | |
| "PREV_CODE_REJECT_REASON_LIMIT_MEAN", | |
| "PREV_CODE_REJECT_REASON_LIMIT_SUM", | |
| "PREV_CODE_REJECT_REASON_SCO_MEAN", | |
| "PREV_CODE_REJECT_REASON_SCO_SUM", | |
| "PREV_CODE_REJECT_REASON_SCOFR_MEAN", | |
| "PREV_CODE_REJECT_REASON_SCOFR_SUM", | |
| "PREV_CODE_REJECT_REASON_SYSTEM_MEAN", | |
| "PREV_CODE_REJECT_REASON_SYSTEM_SUM", | |
| "PREV_CODE_REJECT_REASON_VERIF_MEAN", | |
| "PREV_CODE_REJECT_REASON_VERIF_SUM", | |
| "PREV_CODE_REJECT_REASON_XAP_MEAN", | |
| "PREV_CODE_REJECT_REASON_XAP_SUM", | |
| "PREV_CODE_REJECT_REASON_XNA_MEAN", | |
| "PREV_CODE_REJECT_REASON_XNA_SUM", | |
| "PREV_CODE_REJECT_REASON_nan_MEAN", | |
| "PREV_CODE_REJECT_REASON_nan_SUM", | |
| "PREV_NAME_TYPE_SUITE_Children_MEAN", | |
| "PREV_NAME_TYPE_SUITE_Children_SUM", | |
| "PREV_NAME_TYPE_SUITE_Family_MEAN", | |
| "PREV_NAME_TYPE_SUITE_Family_SUM", | |
| "PREV_NAME_TYPE_SUITE_Group_of_people_MEAN", | |
| "PREV_NAME_TYPE_SUITE_Group_of_people_SUM", | |
| "PREV_NAME_TYPE_SUITE_Other_A_MEAN", | |
| "PREV_NAME_TYPE_SUITE_Other_A_SUM", | |
| "PREV_NAME_TYPE_SUITE_Other_B_MEAN", | |
| "PREV_NAME_TYPE_SUITE_Other_B_SUM", | |
| "PREV_NAME_TYPE_SUITE_Spouse__partner_MEAN", | |
| "PREV_NAME_TYPE_SUITE_Spouse__partner_SUM", | |
| "PREV_NAME_TYPE_SUITE_Unaccompanied_MEAN", | |
| "PREV_NAME_TYPE_SUITE_Unaccompanied_SUM", | |
| "PREV_NAME_TYPE_SUITE_nan_MEAN", | |
| "PREV_NAME_TYPE_SUITE_nan_SUM", | |
| "PREV_NAME_CLIENT_TYPE_New_MEAN", | |
| "PREV_NAME_CLIENT_TYPE_New_SUM", | |
| "PREV_NAME_CLIENT_TYPE_Refreshed_MEAN", | |
| "PREV_NAME_CLIENT_TYPE_Refreshed_SUM", | |
| "PREV_NAME_CLIENT_TYPE_Repeater_MEAN", | |
| "PREV_NAME_CLIENT_TYPE_Repeater_SUM", | |
| "PREV_NAME_CLIENT_TYPE_XNA_MEAN", | |
| "PREV_NAME_CLIENT_TYPE_XNA_SUM", | |
| "PREV_NAME_CLIENT_TYPE_nan_MEAN", | |
| "PREV_NAME_CLIENT_TYPE_nan_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Additional_Service_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Additional_Service_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Animals_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Animals_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Audio_Video_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Audio_Video_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Auto_Accessories_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Auto_Accessories_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Clothing_and_Accessories_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Clothing_and_Accessories_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Computers_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Computers_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Construction_Materials_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Construction_Materials_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Consumer_Electronics_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Consumer_Electronics_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Direct_Sales_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Direct_Sales_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Education_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Education_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Fitness_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Fitness_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Furniture_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Furniture_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Gardening_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Gardening_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Homewares_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Homewares_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_House_Construction_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_House_Construction_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Insurance_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Insurance_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Jewelry_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Jewelry_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Medical_Supplies_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Medical_Supplies_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Medicine_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Medicine_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Mobile_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Mobile_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Office_Appliances_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Office_Appliances_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Other_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Other_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Photo___Cinema_Equipment_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Photo___Cinema_Equipment_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Sport_and_Leisure_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Sport_and_Leisure_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Tourism_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Tourism_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Vehicles_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Vehicles_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_Weapon_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_Weapon_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_XNA_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_XNA_SUM", | |
| "PREV_NAME_GOODS_CATEGORY_nan_MEAN", | |
| "PREV_NAME_GOODS_CATEGORY_nan_SUM", | |
| "PREV_NAME_PORTFOLIO_Cards_MEAN", | |
| "PREV_NAME_PORTFOLIO_Cards_SUM", | |
| "PREV_NAME_PORTFOLIO_Cars_MEAN", | |
| "PREV_NAME_PORTFOLIO_Cars_SUM", | |
| "PREV_NAME_PORTFOLIO_Cash_MEAN", | |
| "PREV_NAME_PORTFOLIO_Cash_SUM", | |
| "PREV_NAME_PORTFOLIO_POS_MEAN", | |
| "PREV_NAME_PORTFOLIO_POS_SUM", | |
| "PREV_NAME_PORTFOLIO_XNA_MEAN", | |
| "PREV_NAME_PORTFOLIO_XNA_SUM", | |
| "PREV_NAME_PORTFOLIO_nan_MEAN", | |
| "PREV_NAME_PORTFOLIO_nan_SUM", | |
| "PREV_NAME_PRODUCT_TYPE_XNA_MEAN", | |
| "PREV_NAME_PRODUCT_TYPE_XNA_SUM", | |
| "PREV_NAME_PRODUCT_TYPE_walk_in_MEAN", | |
| "PREV_NAME_PRODUCT_TYPE_walk_in_SUM", | |
| "PREV_NAME_PRODUCT_TYPE_x_sell_MEAN", | |
| "PREV_NAME_PRODUCT_TYPE_x_sell_SUM", | |
| "PREV_NAME_PRODUCT_TYPE_nan_MEAN", | |
| "PREV_NAME_PRODUCT_TYPE_nan_SUM", | |
| "PREV_CHANNEL_TYPE_AP___Cash_loan__MEAN", | |
| "PREV_CHANNEL_TYPE_AP___Cash_loan__SUM", | |
| "PREV_CHANNEL_TYPE_Car_dealer_MEAN", | |
| "PREV_CHANNEL_TYPE_Car_dealer_SUM", | |
| "PREV_CHANNEL_TYPE_Channel_of_corporate_sales_MEAN", | |
| "PREV_CHANNEL_TYPE_Channel_of_corporate_sales_SUM", | |
| "PREV_CHANNEL_TYPE_Contact_center_MEAN", | |
| "PREV_CHANNEL_TYPE_Contact_center_SUM", | |
| "PREV_CHANNEL_TYPE_Country_wide_MEAN", | |
| "PREV_CHANNEL_TYPE_Country_wide_SUM", | |
| "PREV_CHANNEL_TYPE_Credit_and_cash_offices_MEAN", | |
| "PREV_CHANNEL_TYPE_Credit_and_cash_offices_SUM", | |
| "PREV_CHANNEL_TYPE_Regional___Local_MEAN", | |
| "PREV_CHANNEL_TYPE_Regional___Local_SUM", | |
| "PREV_CHANNEL_TYPE_Stone_MEAN", | |
| "PREV_CHANNEL_TYPE_Stone_SUM", | |
| "PREV_CHANNEL_TYPE_nan_MEAN", | |
| "PREV_CHANNEL_TYPE_nan_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_Auto_technology_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_Auto_technology_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_Clothing_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_Clothing_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_Connectivity_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_Connectivity_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_Construction_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_Construction_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_Consumer_electronics_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_Consumer_electronics_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_Furniture_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_Furniture_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_Industry_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_Industry_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_Jewelry_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_Jewelry_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_MLM_partners_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_MLM_partners_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_Tourism_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_Tourism_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_XNA_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_XNA_SUM", | |
| "PREV_NAME_SELLER_INDUSTRY_nan_MEAN", | |
| "PREV_NAME_SELLER_INDUSTRY_nan_SUM", | |
| "PREV_NAME_YIELD_GROUP_XNA_MEAN", | |
| "PREV_NAME_YIELD_GROUP_XNA_SUM", | |
| "PREV_NAME_YIELD_GROUP_high_MEAN", | |
| "PREV_NAME_YIELD_GROUP_high_SUM", | |
| "PREV_NAME_YIELD_GROUP_low_action_MEAN", | |
| "PREV_NAME_YIELD_GROUP_low_action_SUM", | |
| "PREV_NAME_YIELD_GROUP_low_normal_MEAN", | |
| "PREV_NAME_YIELD_GROUP_low_normal_SUM", | |
| "PREV_NAME_YIELD_GROUP_middle_MEAN", | |
| "PREV_NAME_YIELD_GROUP_middle_SUM", | |
| "PREV_NAME_YIELD_GROUP_nan_MEAN", | |
| "PREV_NAME_YIELD_GROUP_nan_SUM", | |
| "PREV_PRODUCT_COMBINATION_Card_Street_MEAN", | |
| "PREV_PRODUCT_COMBINATION_Card_Street_SUM", | |
| "PREV_PRODUCT_COMBINATION_Card_X_Sell_MEAN", | |
| "PREV_PRODUCT_COMBINATION_Card_X_Sell_SUM", | |
| "PREV_PRODUCT_COMBINATION_Cash_MEAN", | |
| "PREV_PRODUCT_COMBINATION_Cash_SUM", | |
| "PREV_PRODUCT_COMBINATION_Cash_Street__high_MEAN", | |
| "PREV_PRODUCT_COMBINATION_Cash_Street__high_SUM", | |
| "PREV_PRODUCT_COMBINATION_Cash_Street__low_MEAN", | |
| "PREV_PRODUCT_COMBINATION_Cash_Street__low_SUM", | |
| "PREV_PRODUCT_COMBINATION_Cash_Street__middle_MEAN", | |
| "PREV_PRODUCT_COMBINATION_Cash_Street__middle_SUM", | |
| "PREV_PRODUCT_COMBINATION_Cash_X_Sell__high_MEAN", | |
| "PREV_PRODUCT_COMBINATION_Cash_X_Sell__high_SUM", | |
| "PREV_PRODUCT_COMBINATION_Cash_X_Sell__low_MEAN", | |
| "PREV_PRODUCT_COMBINATION_Cash_X_Sell__low_SUM", | |
| "PREV_PRODUCT_COMBINATION_Cash_X_Sell__middle_MEAN", | |
| "PREV_PRODUCT_COMBINATION_Cash_X_Sell__middle_SUM", | |
| "PREV_PRODUCT_COMBINATION_POS_household_with_interest_MEAN", | |
| "PREV_PRODUCT_COMBINATION_POS_household_with_interest_SUM", | |
| "PREV_PRODUCT_COMBINATION_POS_household_without_interest_MEAN", | |
| "PREV_PRODUCT_COMBINATION_POS_household_without_interest_SUM", | |
| "PREV_PRODUCT_COMBINATION_POS_industry_with_interest_MEAN", | |
| "PREV_PRODUCT_COMBINATION_POS_industry_with_interest_SUM", | |
| "PREV_PRODUCT_COMBINATION_POS_industry_without_interest_MEAN", | |
| "PREV_PRODUCT_COMBINATION_POS_industry_without_interest_SUM", | |
| "PREV_PRODUCT_COMBINATION_POS_mobile_with_interest_MEAN", | |
| "PREV_PRODUCT_COMBINATION_POS_mobile_with_interest_SUM", | |
| "PREV_PRODUCT_COMBINATION_POS_mobile_without_interest_MEAN", | |
| "PREV_PRODUCT_COMBINATION_POS_mobile_without_interest_SUM", | |
| "PREV_PRODUCT_COMBINATION_POS_other_with_interest_MEAN", | |
| "PREV_PRODUCT_COMBINATION_POS_other_with_interest_SUM", | |
| "PREV_PRODUCT_COMBINATION_POS_others_without_interest_MEAN", | |
| "PREV_PRODUCT_COMBINATION_POS_others_without_interest_SUM", | |
| "PREV_PRODUCT_COMBINATION_nan_MEAN", | |
| "PREV_PRODUCT_COMBINATION_nan_SUM", | |
| "APPROVED_AMT_ANNUITY_MIN", | |
| "APPROVED_AMT_ANNUITY_MAX", | |
| "APPROVED_AMT_ANNUITY_MEAN", | |
| "APPROVED_AMT_ANNUITY_SUM", | |
| "APPROVED_AMT_ANNUITY_VAR", | |
| "APPROVED_AMT_APPLICATION_MIN", | |
| "APPROVED_AMT_APPLICATION_MAX", | |
| "APPROVED_AMT_APPLICATION_MEAN", | |
| "APPROVED_AMT_APPLICATION_SUM", | |
| "APPROVED_AMT_CREDIT_MIN", | |
| "APPROVED_AMT_CREDIT_MAX", | |
| "APPROVED_AMT_CREDIT_MEAN", | |
| "APPROVED_AMT_CREDIT_SUM", | |
| "APPROVED_APP_CREDIT_PERC_MIN", | |
| "APPROVED_APP_CREDIT_PERC_MAX", | |
| "APPROVED_APP_CREDIT_PERC_MEAN", | |
| "APPROVED_APP_CREDIT_PERC_VAR", | |
| "APPROVED_AMT_DOWN_PAYMENT_MIN", | |
| "APPROVED_AMT_DOWN_PAYMENT_MAX", | |
| "APPROVED_AMT_DOWN_PAYMENT_MEAN", | |
| "APPROVED_AMT_DOWN_PAYMENT_SUM", | |
| "APPROVED_AMT_GOODS_PRICE_MIN", | |
| "APPROVED_AMT_GOODS_PRICE_MAX", | |
| "APPROVED_AMT_GOODS_PRICE_MEAN", | |
| "APPROVED_AMT_GOODS_PRICE_SUM", | |
| "APPROVED_HOUR_APPR_PROCESS_START_MIN", | |
| "APPROVED_HOUR_APPR_PROCESS_START_MAX", | |
| "APPROVED_HOUR_APPR_PROCESS_START_MEAN", | |
| "APPROVED_RATE_DOWN_PAYMENT_MIN", | |
| "APPROVED_RATE_DOWN_PAYMENT_MAX", | |
| "APPROVED_RATE_DOWN_PAYMENT_MEAN", | |
| "APPROVED_RATE_DOWN_PAYMENT_VAR", | |
| "APPROVED_DAYS_DECISION_MIN", | |
| "APPROVED_DAYS_DECISION_MAX", | |
| "APPROVED_DAYS_DECISION_MEAN", | |
| "APPROVED_DAYS_DECISION_SUM", | |
| "APPROVED_CNT_PAYMENT_MEAN", | |
| "APPROVED_CNT_PAYMENT_SUM", | |
| "APPROVED_CNT_PAYMENT_MAX", | |
| "APPROVED_CNT_PAYMENT_MIN", | |
| "APPROVED_SK_ID_PREV_NUNIQUE", | |
| "APPROVED_DAYS_TERMINATION_MAX", | |
| "APPROVED_CREDIT_TO_ANNUITY_RATIO_MEAN", | |
| "APPROVED_CREDIT_TO_ANNUITY_RATIO_MAX", | |
| "APPROVED_APPLICATION_CREDIT_DIFF_MIN", | |
| "APPROVED_APPLICATION_CREDIT_DIFF_MAX", | |
| "APPROVED_APPLICATION_CREDIT_DIFF_MEAN", | |
| "APPROVED_APPLICATION_CREDIT_DIFF_SUM", | |
| "APPROVED_DOWN_PAYMENT_TO_CREDIT_MEAN", | |
| "APPROVED_PREV_GOODS_DIFF_MEAN", | |
| "APPROVED_PREV_GOODS_DIFF_MAX", | |
| "APPROVED_PREV_GOODS_DIFF_SUM", | |
| "APPROVED_PREV_GOODS_APPL_RATIO_MEAN", | |
| "APPROVED_PREV_GOODS_APPL_RATIO_MAX", | |
| "APPROVED_DAYS_LAST_DUE_DIFF_MEAN", | |
| "APPROVED_DAYS_LAST_DUE_DIFF_MAX", | |
| "APPROVED_DAYS_LAST_DUE_DIFF_SUM", | |
| "APPROVED_SIMPLE_INTERESTS_MEAN", | |
| "APPROVED_SIMPLE_INTERESTS_MAX", | |
| "REFUSED_AMT_ANNUITY_MIN", | |
| "REFUSED_AMT_ANNUITY_MAX", | |
| "REFUSED_AMT_ANNUITY_MEAN", | |
| "REFUSED_AMT_ANNUITY_SUM", | |
| "REFUSED_AMT_ANNUITY_VAR", | |
| "REFUSED_AMT_APPLICATION_MIN", | |
| "REFUSED_AMT_APPLICATION_MAX", | |
| "REFUSED_AMT_APPLICATION_MEAN", | |
| "REFUSED_AMT_APPLICATION_SUM", | |
| "REFUSED_AMT_CREDIT_MIN", | |
| "REFUSED_AMT_CREDIT_MAX", | |
| "REFUSED_AMT_CREDIT_MEAN", | |
| "REFUSED_AMT_CREDIT_SUM", | |
| "REFUSED_APP_CREDIT_PERC_MIN", | |
| "REFUSED_APP_CREDIT_PERC_MAX", | |
| "REFUSED_APP_CREDIT_PERC_MEAN", | |
| "REFUSED_APP_CREDIT_PERC_VAR", | |
| "REFUSED_AMT_DOWN_PAYMENT_MIN", | |
| "REFUSED_AMT_DOWN_PAYMENT_MAX", | |
| "REFUSED_AMT_DOWN_PAYMENT_MEAN", | |
| "REFUSED_AMT_DOWN_PAYMENT_SUM", | |
| "REFUSED_AMT_GOODS_PRICE_MIN", | |
| "REFUSED_AMT_GOODS_PRICE_MAX", | |
| "REFUSED_AMT_GOODS_PRICE_MEAN", | |
| "REFUSED_AMT_GOODS_PRICE_SUM", | |
| "REFUSED_HOUR_APPR_PROCESS_START_MIN", | |
| "REFUSED_HOUR_APPR_PROCESS_START_MAX", | |
| "REFUSED_HOUR_APPR_PROCESS_START_MEAN", | |
| "REFUSED_RATE_DOWN_PAYMENT_MIN", | |
| "REFUSED_RATE_DOWN_PAYMENT_MAX", | |
| "REFUSED_RATE_DOWN_PAYMENT_MEAN", | |
| "REFUSED_RATE_DOWN_PAYMENT_VAR", | |
| "REFUSED_DAYS_DECISION_MIN", | |
| "REFUSED_DAYS_DECISION_MAX", | |
| "REFUSED_DAYS_DECISION_MEAN", | |
| "REFUSED_DAYS_DECISION_SUM", | |
| "REFUSED_CNT_PAYMENT_MEAN", | |
| "REFUSED_CNT_PAYMENT_SUM", | |
| "REFUSED_CNT_PAYMENT_MAX", | |
| "REFUSED_CNT_PAYMENT_MIN", | |
| "REFUSED_SK_ID_PREV_NUNIQUE", | |
| "REFUSED_CREDIT_TO_ANNUITY_RATIO_MEAN", | |
| "REFUSED_CREDIT_TO_ANNUITY_RATIO_MAX", | |
| "REFUSED_APPLICATION_CREDIT_DIFF_MIN", | |
| "REFUSED_APPLICATION_CREDIT_DIFF_MAX", | |
| "REFUSED_APPLICATION_CREDIT_DIFF_MEAN", | |
| "REFUSED_APPLICATION_CREDIT_DIFF_SUM", | |
| "REFUSED_DOWN_PAYMENT_TO_CREDIT_MEAN", | |
| "REFUSED_PREV_GOODS_DIFF_MEAN", | |
| "REFUSED_PREV_GOODS_DIFF_MAX", | |
| "REFUSED_PREV_GOODS_DIFF_SUM", | |
| "REFUSED_PREV_GOODS_APPL_RATIO_MEAN", | |
| "REFUSED_PREV_GOODS_APPL_RATIO_MAX", | |
| "REFUSED_DAYS_LAST_DUE_DIFF_SUM", | |
| "REFUSED_SIMPLE_INTERESTS_MEAN", | |
| "REFUSED_SIMPLE_INTERESTS_MAX", | |
| "PREV_COUNT", | |
| "index", | |
| "POS_MONTHS_BALANCE_MAX", | |
| "POS_MONTHS_BALANCE_MEAN", | |
| "POS_MONTHS_BALANCE_SIZE", | |
| "POS_MONTHS_BALANCE_MIN", | |
| "POS_MONTHS_BALANCE_VAR", | |
| "POS_SK_DPD_MAX", | |
| "POS_SK_DPD_MEAN", | |
| "POS_SK_DPD_SUM", | |
| "POS_SK_DPD_MIN", | |
| "POS_SK_DPD_VAR", | |
| "POS_SK_DPD_DEF_MAX", | |
| "POS_SK_DPD_DEF_MEAN", | |
| "POS_SK_DPD_DEF_SUM", | |
| "POS_SK_DPD_DEF_MIN", | |
| "POS_SK_DPD_DEF_VAR", | |
| "POS_SK_ID_PREV_NUNIQUE", | |
| "POS_TUANANH_POS_LATE_PAYMENT_MEAN", | |
| "POS_CNT_INSTALMENT_MIN", | |
| "POS_CNT_INSTALMENT_MAX", | |
| "POS_CNT_INSTALMENT_MEAN", | |
| "POS_CNT_INSTALMENT_SUM", | |
| "POS_CNT_INSTALMENT_FUTURE_MIN", | |
| "POS_CNT_INSTALMENT_FUTURE_MAX", | |
| "POS_CNT_INSTALMENT_FUTURE_MEAN", | |
| "POS_CNT_INSTALMENT_FUTURE_SUM", | |
| "POS_TUANANH_POS_IS_DPD_MEAN", | |
| "POS_TUANANH_POS_IS_DPD_SUM", | |
| "POS_TUANANH_POS_IS_DPD_UNDER_120_MEAN", | |
| "POS_TUANANH_POS_IS_DPD_UNDER_120_SUM", | |
| "POS_TUANANH_POS_IS_DPD_OVER_120_MEAN", | |
| "POS_TUANANH_POS_IS_DPD_OVER_120_SUM", | |
| "POS_NAME_CONTRACT_STATUS_Active_MEAN", | |
| "POS_NAME_CONTRACT_STATUS_Active_SUM", | |
| "POS_NAME_CONTRACT_STATUS_Amortized_debt_MEAN", | |
| "POS_NAME_CONTRACT_STATUS_Amortized_debt_SUM", | |
| "POS_NAME_CONTRACT_STATUS_Approved_MEAN", | |
| "POS_NAME_CONTRACT_STATUS_Approved_SUM", | |
| "POS_NAME_CONTRACT_STATUS_Canceled_MEAN", | |
| "POS_NAME_CONTRACT_STATUS_Canceled_SUM", | |
| "POS_NAME_CONTRACT_STATUS_Completed_MEAN", | |
| "POS_NAME_CONTRACT_STATUS_Completed_SUM", | |
| "POS_NAME_CONTRACT_STATUS_Demand_MEAN", | |
| "POS_NAME_CONTRACT_STATUS_Demand_SUM", | |
| "POS_NAME_CONTRACT_STATUS_Returned_to_the_store_MEAN", | |
| "POS_NAME_CONTRACT_STATUS_Returned_to_the_store_SUM", | |
| "POS_NAME_CONTRACT_STATUS_Signed_MEAN", | |
| "POS_NAME_CONTRACT_STATUS_Signed_SUM", | |
| "POS_NAME_CONTRACT_STATUS_XNA_MEAN", | |
| "POS_NAME_CONTRACT_STATUS_XNA_SUM", | |
| "POS_NAME_CONTRACT_STATUS_nan_MEAN", | |
| "POS_NAME_CONTRACT_STATUS_nan_SUM", | |
| "POS_COUNT", | |
| "POS_LOAN_COMPLETED_MEAN", | |
| "POS_COMPLETED_BEFORE_MEAN", | |
| "POS_REMAINING_INSTALMENTS", | |
| "POS_REMAINING_INSTALMENTS_RATIO", | |
| "TUANANH_POS_LATE_PAYMENT_SUM_PREV", | |
| "CC_MONTHS_BALANCE_MIN", | |
| "CC_MONTHS_BALANCE_MAX", | |
| "CC_MONTHS_BALANCE_MEAN", | |
| "CC_MONTHS_BALANCE_SUM", | |
| "CC_MONTHS_BALANCE_VAR", | |
| "CC_AMT_BALANCE_MIN", | |
| "CC_AMT_BALANCE_MAX", | |
| "CC_AMT_BALANCE_MEAN", | |
| "CC_AMT_BALANCE_SUM", | |
| "CC_AMT_BALANCE_VAR", | |
| "CC_AMT_CREDIT_LIMIT_ACTUAL_MIN", | |
| "CC_AMT_CREDIT_LIMIT_ACTUAL_MAX", | |
| "CC_AMT_CREDIT_LIMIT_ACTUAL_MEAN", | |
| "CC_AMT_CREDIT_LIMIT_ACTUAL_SUM", | |
| "CC_AMT_CREDIT_LIMIT_ACTUAL_VAR", | |
| "CC_AMT_DRAWINGS_ATM_CURRENT_MIN", | |
| "CC_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_AMT_DRAWINGS_ATM_CURRENT_SUM", | |
| "CC_AMT_DRAWINGS_ATM_CURRENT_VAR", | |
| "CC_AMT_DRAWINGS_CURRENT_MIN", | |
| "CC_AMT_DRAWINGS_CURRENT_MAX", | |
| "CC_AMT_DRAWINGS_CURRENT_MEAN", | |
| "CC_AMT_DRAWINGS_CURRENT_SUM", | |
| "CC_AMT_DRAWINGS_CURRENT_VAR", | |
| "CC_AMT_DRAWINGS_OTHER_CURRENT_MIN", | |
| "CC_AMT_DRAWINGS_OTHER_CURRENT_MAX", | |
| "CC_AMT_DRAWINGS_OTHER_CURRENT_MEAN", | |
| "CC_AMT_DRAWINGS_OTHER_CURRENT_SUM", | |
| "CC_AMT_DRAWINGS_OTHER_CURRENT_VAR", | |
| "CC_AMT_DRAWINGS_POS_CURRENT_MIN", | |
| "CC_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_AMT_DRAWINGS_POS_CURRENT_SUM", | |
| "CC_AMT_DRAWINGS_POS_CURRENT_VAR", | |
| "CC_AMT_INST_MIN_REGULARITY_MIN", | |
| "CC_AMT_INST_MIN_REGULARITY_MAX", | |
| "CC_AMT_INST_MIN_REGULARITY_MEAN", | |
| "CC_AMT_INST_MIN_REGULARITY_SUM", | |
| "CC_AMT_INST_MIN_REGULARITY_VAR", | |
| "CC_AMT_PAYMENT_CURRENT_MIN", | |
| "CC_AMT_PAYMENT_CURRENT_MAX", | |
| "CC_AMT_PAYMENT_CURRENT_MEAN", | |
| "CC_AMT_PAYMENT_CURRENT_SUM", | |
| "CC_AMT_PAYMENT_CURRENT_VAR", | |
| "CC_AMT_PAYMENT_TOTAL_CURRENT_MIN", | |
| "CC_AMT_PAYMENT_TOTAL_CURRENT_MAX", | |
| "CC_AMT_PAYMENT_TOTAL_CURRENT_MEAN", | |
| "CC_AMT_PAYMENT_TOTAL_CURRENT_SUM", | |
| "CC_AMT_PAYMENT_TOTAL_CURRENT_VAR", | |
| "CC_AMT_RECEIVABLE_PRINCIPAL_MIN", | |
| "CC_AMT_RECEIVABLE_PRINCIPAL_MAX", | |
| "CC_AMT_RECEIVABLE_PRINCIPAL_MEAN", | |
| "CC_AMT_RECEIVABLE_PRINCIPAL_SUM", | |
| "CC_AMT_RECEIVABLE_PRINCIPAL_VAR", | |
| "CC_AMT_RECIVABLE_MIN", | |
| "CC_AMT_RECIVABLE_MAX", | |
| "CC_AMT_RECIVABLE_MEAN", | |
| "CC_AMT_RECIVABLE_SUM", | |
| "CC_AMT_RECIVABLE_VAR", | |
| "CC_AMT_TOTAL_RECEIVABLE_MIN", | |
| "CC_AMT_TOTAL_RECEIVABLE_MAX", | |
| "CC_AMT_TOTAL_RECEIVABLE_MEAN", | |
| "CC_AMT_TOTAL_RECEIVABLE_SUM", | |
| "CC_AMT_TOTAL_RECEIVABLE_VAR", | |
| "CC_CNT_DRAWINGS_ATM_CURRENT_MIN", | |
| "CC_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_CNT_DRAWINGS_ATM_CURRENT_SUM", | |
| "CC_CNT_DRAWINGS_ATM_CURRENT_VAR", | |
| "CC_CNT_DRAWINGS_CURRENT_MIN", | |
| "CC_CNT_DRAWINGS_CURRENT_MAX", | |
| "CC_CNT_DRAWINGS_CURRENT_MEAN", | |
| "CC_CNT_DRAWINGS_CURRENT_SUM", | |
| "CC_CNT_DRAWINGS_CURRENT_VAR", | |
| "CC_CNT_DRAWINGS_OTHER_CURRENT_MIN", | |
| "CC_CNT_DRAWINGS_OTHER_CURRENT_MAX", | |
| "CC_CNT_DRAWINGS_OTHER_CURRENT_MEAN", | |
| "CC_CNT_DRAWINGS_OTHER_CURRENT_SUM", | |
| "CC_CNT_DRAWINGS_OTHER_CURRENT_VAR", | |
| "CC_CNT_DRAWINGS_POS_CURRENT_MIN", | |
| "CC_CNT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_CNT_DRAWINGS_POS_CURRENT_SUM", | |
| "CC_CNT_DRAWINGS_POS_CURRENT_VAR", | |
| "CC_CNT_INSTALMENT_MATURE_CUM_MIN", | |
| "CC_CNT_INSTALMENT_MATURE_CUM_MAX", | |
| "CC_CNT_INSTALMENT_MATURE_CUM_MEAN", | |
| "CC_CNT_INSTALMENT_MATURE_CUM_SUM", | |
| "CC_CNT_INSTALMENT_MATURE_CUM_VAR", | |
| "CC_SK_DPD_MIN", | |
| "CC_SK_DPD_MAX", | |
| "CC_SK_DPD_MEAN", | |
| "CC_SK_DPD_SUM", | |
| "CC_SK_DPD_VAR", | |
| "CC_SK_DPD_DEF_MIN", | |
| "CC_SK_DPD_DEF_MAX", | |
| "CC_SK_DPD_DEF_MEAN", | |
| "CC_SK_DPD_DEF_SUM", | |
| "CC_SK_DPD_DEF_VAR", | |
| "CC_LIMIT_USE_MIN", | |
| "CC_LIMIT_USE_MAX", | |
| "CC_LIMIT_USE_MEAN", | |
| "CC_LIMIT_USE_SUM", | |
| "CC_LIMIT_USE_VAR", | |
| "CC_PAYMENT_DIV_MIN_MIN", | |
| "CC_PAYMENT_DIV_MIN_MAX", | |
| "CC_PAYMENT_DIV_MIN_MEAN", | |
| "CC_PAYMENT_DIV_MIN_SUM", | |
| "CC_PAYMENT_DIV_MIN_VAR", | |
| "CC_LATE_PAYMENT_MIN", | |
| "CC_LATE_PAYMENT_MAX", | |
| "CC_LATE_PAYMENT_MEAN", | |
| "CC_LATE_PAYMENT_SUM", | |
| "CC_LATE_PAYMENT_VAR", | |
| "CC_DRAWING_LIMIT_RATIO_MIN", | |
| "CC_DRAWING_LIMIT_RATIO_MAX", | |
| "CC_DRAWING_LIMIT_RATIO_MEAN", | |
| "CC_DRAWING_LIMIT_RATIO_SUM", | |
| "CC_DRAWING_LIMIT_RATIO_VAR", | |
| "CC_CARD_IS_DPD_UNDER_120_MIN", | |
| "CC_CARD_IS_DPD_UNDER_120_MAX", | |
| "CC_CARD_IS_DPD_UNDER_120_MEAN", | |
| "CC_CARD_IS_DPD_UNDER_120_SUM", | |
| "CC_CARD_IS_DPD_UNDER_120_VAR", | |
| "CC_CARD_IS_DPD_OVER_120_MIN", | |
| "CC_CARD_IS_DPD_OVER_120_MAX", | |
| "CC_CARD_IS_DPD_OVER_120_MEAN", | |
| "CC_CARD_IS_DPD_OVER_120_SUM", | |
| "CC_CARD_IS_DPD_OVER_120_VAR", | |
| "CC_TUANANH_CC_BALANCE_LIMIT_RATIO_MIN", | |
| "CC_TUANANH_CC_BALANCE_LIMIT_RATIO_MAX", | |
| "CC_TUANANH_CC_BALANCE_LIMIT_RATIO_MEAN", | |
| "CC_TUANANH_CC_BALANCE_LIMIT_RATIO_SUM", | |
| "CC_TUANANH_CC_BALANCE_LIMIT_RATIO_VAR", | |
| "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MIN", | |
| "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MAX", | |
| "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MEAN", | |
| "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_SUM", | |
| "CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_VAR", | |
| "CC_TUANANH_CC_TOTAL_RECEIVABLE_LIMIT_RATIO_MIN", | |
| "CC_TUANANH_CC_TOTAL_RECEIVABLE_LIMIT_RATIO_MAX", | |
| "CC_TUANANH_CC_TOTAL_RECEIVABLE_LIMIT_RATIO_MEAN", | |
| "CC_TUANANH_CC_TOTAL_RECEIVABLE_LIMIT_RATIO_SUM", | |
| "CC_TUANANH_CC_TOTAL_RECEIVABLE_LIMIT_RATIO_VAR", | |
| "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MIN", | |
| "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MAX", | |
| "CC_TUANANH_CC_MIN_PAYMENT_RATIO_MEAN", | |
| "CC_TUANANH_CC_MIN_PAYMENT_RATIO_SUM", | |
| "CC_TUANANH_CC_MIN_PAYMENT_RATIO_VAR", | |
| "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MIN", | |
| "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MAX", | |
| "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MEAN", | |
| "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_SUM", | |
| "CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_VAR", | |
| "CC_NAME_CONTRACT_STATUS_Active_MEAN", | |
| "CC_NAME_CONTRACT_STATUS_Active_SUM", | |
| "CC_NAME_CONTRACT_STATUS_Active_VAR", | |
| "CC_NAME_CONTRACT_STATUS_Approved_MEAN", | |
| "CC_NAME_CONTRACT_STATUS_Approved_SUM", | |
| "CC_NAME_CONTRACT_STATUS_Approved_VAR", | |
| "CC_NAME_CONTRACT_STATUS_Completed_MEAN", | |
| "CC_NAME_CONTRACT_STATUS_Completed_SUM", | |
| "CC_NAME_CONTRACT_STATUS_Completed_VAR", | |
| "CC_NAME_CONTRACT_STATUS_Demand_MEAN", | |
| "CC_NAME_CONTRACT_STATUS_Demand_SUM", | |
| "CC_NAME_CONTRACT_STATUS_Demand_VAR", | |
| "CC_NAME_CONTRACT_STATUS_Refused_MEAN", | |
| "CC_NAME_CONTRACT_STATUS_Refused_SUM", | |
| "CC_NAME_CONTRACT_STATUS_Refused_VAR", | |
| "CC_NAME_CONTRACT_STATUS_Sent_proposal_MEAN", | |
| "CC_NAME_CONTRACT_STATUS_Sent_proposal_SUM", | |
| "CC_NAME_CONTRACT_STATUS_Sent_proposal_VAR", | |
| "CC_NAME_CONTRACT_STATUS_Signed_MEAN", | |
| "CC_NAME_CONTRACT_STATUS_Signed_SUM", | |
| "CC_NAME_CONTRACT_STATUS_Signed_VAR", | |
| "CC_NAME_CONTRACT_STATUS_nan_MEAN", | |
| "CC_NAME_CONTRACT_STATUS_nan_SUM", | |
| "CC_NAME_CONTRACT_STATUS_nan_VAR", | |
| "CC_COUNT", | |
| "CC_LAST_AMT_BALANCE_MEAN", | |
| "CC_LAST_AMT_BALANCE_MAX", | |
| "CC_12M_AMT_BALANCE_MEAN", | |
| "CC_12M_AMT_BALANCE_MAX", | |
| "CC_12M_AMT_CREDIT_LIMIT_ACTUAL_MAX", | |
| "CC_12M_AMT_CREDIT_LIMIT_ACTUAL_MEAN", | |
| "CC_12M_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_12M_AMT_DRAWINGS_ATM_CURRENT_SUM", | |
| "CC_12M_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_12M_AMT_DRAWINGS_CURRENT_MAX", | |
| "CC_12M_AMT_DRAWINGS_CURRENT_SUM", | |
| "CC_12M_AMT_DRAWINGS_CURRENT_MEAN", | |
| "CC_12M_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_12M_AMT_DRAWINGS_POS_CURRENT_SUM", | |
| "CC_12M_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_12M_AMT_INST_MIN_REGULARITY_MAX", | |
| "CC_12M_AMT_INST_MIN_REGULARITY_MEAN", | |
| "CC_12M_AMT_INST_MIN_REGULARITY_SUM", | |
| "CC_12M_AMT_PAYMENT_TOTAL_CURRENT_MAX", | |
| "CC_12M_AMT_PAYMENT_TOTAL_CURRENT_SUM", | |
| "CC_12M_AMT_PAYMENT_TOTAL_CURRENT_MEAN", | |
| "CC_12M_AMT_TOTAL_RECEIVABLE_MAX", | |
| "CC_12M_AMT_TOTAL_RECEIVABLE_MEAN", | |
| "CC_12M_AMT_TOTAL_RECEIVABLE_SUM", | |
| "CC_12M_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_12M_CNT_DRAWINGS_ATM_CURRENT_SUM", | |
| "CC_12M_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_12M_CNT_DRAWINGS_CURRENT_MAX", | |
| "CC_12M_CNT_DRAWINGS_CURRENT_MEAN", | |
| "CC_12M_CNT_DRAWINGS_CURRENT_SUM", | |
| "CC_12M_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_12M_CNT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_12M_CNT_DRAWINGS_POS_CURRENT_SUM", | |
| "CC_12M_SK_DPD_MEAN", | |
| "CC_12M_SK_DPD_MAX", | |
| "CC_12M_SK_DPD_SUM", | |
| "CC_12M_SK_DPD_MIN", | |
| "CC_24M_AMT_BALANCE_MEAN", | |
| "CC_24M_AMT_BALANCE_MAX", | |
| "CC_24M_AMT_CREDIT_LIMIT_ACTUAL_MAX", | |
| "CC_24M_AMT_CREDIT_LIMIT_ACTUAL_MEAN", | |
| "CC_24M_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_24M_AMT_DRAWINGS_ATM_CURRENT_SUM", | |
| "CC_24M_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_24M_AMT_DRAWINGS_CURRENT_MAX", | |
| "CC_24M_AMT_DRAWINGS_CURRENT_SUM", | |
| "CC_24M_AMT_DRAWINGS_CURRENT_MEAN", | |
| "CC_24M_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_24M_AMT_DRAWINGS_POS_CURRENT_SUM", | |
| "CC_24M_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_24M_AMT_INST_MIN_REGULARITY_MAX", | |
| "CC_24M_AMT_INST_MIN_REGULARITY_MEAN", | |
| "CC_24M_AMT_INST_MIN_REGULARITY_SUM", | |
| "CC_24M_AMT_PAYMENT_TOTAL_CURRENT_MAX", | |
| "CC_24M_AMT_PAYMENT_TOTAL_CURRENT_SUM", | |
| "CC_24M_AMT_PAYMENT_TOTAL_CURRENT_MEAN", | |
| "CC_24M_AMT_TOTAL_RECEIVABLE_MAX", | |
| "CC_24M_AMT_TOTAL_RECEIVABLE_MEAN", | |
| "CC_24M_AMT_TOTAL_RECEIVABLE_SUM", | |
| "CC_24M_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_24M_CNT_DRAWINGS_ATM_CURRENT_SUM", | |
| "CC_24M_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_24M_CNT_DRAWINGS_CURRENT_MAX", | |
| "CC_24M_CNT_DRAWINGS_CURRENT_MEAN", | |
| "CC_24M_CNT_DRAWINGS_CURRENT_SUM", | |
| "CC_24M_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_24M_CNT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_24M_CNT_DRAWINGS_POS_CURRENT_SUM", | |
| "CC_24M_SK_DPD_MEAN", | |
| "CC_24M_SK_DPD_MAX", | |
| "CC_24M_SK_DPD_SUM", | |
| "CC_24M_SK_DPD_MIN", | |
| "CC_48M_AMT_BALANCE_MEAN", | |
| "CC_48M_AMT_BALANCE_MAX", | |
| "CC_48M_AMT_CREDIT_LIMIT_ACTUAL_MAX", | |
| "CC_48M_AMT_CREDIT_LIMIT_ACTUAL_MEAN", | |
| "CC_48M_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_48M_AMT_DRAWINGS_ATM_CURRENT_SUM", | |
| "CC_48M_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_48M_AMT_DRAWINGS_CURRENT_MAX", | |
| "CC_48M_AMT_DRAWINGS_CURRENT_SUM", | |
| "CC_48M_AMT_DRAWINGS_CURRENT_MEAN", | |
| "CC_48M_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_48M_AMT_DRAWINGS_POS_CURRENT_SUM", | |
| "CC_48M_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_48M_AMT_INST_MIN_REGULARITY_MAX", | |
| "CC_48M_AMT_INST_MIN_REGULARITY_MEAN", | |
| "CC_48M_AMT_INST_MIN_REGULARITY_SUM", | |
| "CC_48M_AMT_PAYMENT_TOTAL_CURRENT_MAX", | |
| "CC_48M_AMT_PAYMENT_TOTAL_CURRENT_SUM", | |
| "CC_48M_AMT_PAYMENT_TOTAL_CURRENT_MEAN", | |
| "CC_48M_AMT_TOTAL_RECEIVABLE_MAX", | |
| "CC_48M_AMT_TOTAL_RECEIVABLE_MEAN", | |
| "CC_48M_AMT_TOTAL_RECEIVABLE_SUM", | |
| "CC_48M_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "CC_48M_CNT_DRAWINGS_ATM_CURRENT_SUM", | |
| "CC_48M_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "CC_48M_CNT_DRAWINGS_CURRENT_MAX", | |
| "CC_48M_CNT_DRAWINGS_CURRENT_MEAN", | |
| "CC_48M_CNT_DRAWINGS_CURRENT_SUM", | |
| "CC_48M_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "CC_48M_CNT_DRAWINGS_POS_CURRENT_MAX", | |
| "CC_48M_CNT_DRAWINGS_POS_CURRENT_SUM", | |
| "CC_48M_SK_DPD_MEAN", | |
| "CC_48M_SK_DPD_MAX", | |
| "CC_48M_SK_DPD_SUM", | |
| "CC_48M_SK_DPD_MIN", | |
| "INSTAL_NUM_INSTALMENT_VERSION_NUNIQUE", | |
| "INSTAL_DPD_MAX", | |
| "INSTAL_DPD_MEAN", | |
| "INSTAL_DPD_SUM", | |
| "INSTAL_DPD_MIN", | |
| "INSTAL_DPD_VAR", | |
| "INSTAL_DBD_MAX", | |
| "INSTAL_DBD_MEAN", | |
| "INSTAL_DBD_SUM", | |
| "INSTAL_DBD_MIN", | |
| "INSTAL_DBD_VAR", | |
| "INSTAL_PAYMENT_PERC_MAX", | |
| "INSTAL_PAYMENT_PERC_MEAN", | |
| "INSTAL_PAYMENT_PERC_SUM", | |
| "INSTAL_PAYMENT_PERC_VAR", | |
| "INSTAL_PAYMENT_PERC_MIN", | |
| "INSTAL_PAYMENT_DIFF_MAX", | |
| "INSTAL_PAYMENT_DIFF_MEAN", | |
| "INSTAL_PAYMENT_DIFF_SUM", | |
| "INSTAL_PAYMENT_DIFF_VAR", | |
| "INSTAL_PAYMENT_DIFF_MIN", | |
| "INSTAL_AMT_INSTALMENT_MAX", | |
| "INSTAL_AMT_INSTALMENT_MEAN", | |
| "INSTAL_AMT_INSTALMENT_SUM", | |
| "INSTAL_AMT_INSTALMENT_MIN", | |
| "INSTAL_AMT_INSTALMENT_VAR", | |
| "INSTAL_AMT_PAYMENT_MIN", | |
| "INSTAL_AMT_PAYMENT_MAX", | |
| "INSTAL_AMT_PAYMENT_MEAN", | |
| "INSTAL_AMT_PAYMENT_SUM", | |
| "INSTAL_AMT_PAYMENT_VAR", | |
| "INSTAL_DAYS_ENTRY_PAYMENT_MAX", | |
| "INSTAL_DAYS_ENTRY_PAYMENT_MEAN", | |
| "INSTAL_DAYS_ENTRY_PAYMENT_SUM", | |
| "INSTAL_DAYS_ENTRY_PAYMENT_MIN", | |
| "INSTAL_SK_ID_PREV_SIZE", | |
| "INSTAL_SK_ID_PREV_NUNIQUE", | |
| "INSTAL_TUANANH_PAYMENT_DIFFERENCE_MEAN", | |
| "INSTAL_TUANANH_PAYMENT_DIFFERENCE_MIN", | |
| "INSTAL_TUANANH_PAYMENT_DIFFERENCE_MAX", | |
| "INSTAL_TUANANH_PAYMENT_DIFFERENCE_SUM", | |
| "INSTAL_TUANANH_PAYMENT_DIFFERENCE_VAR", | |
| "INSTAL_TUANANH_PAYMENT_RATIO_MEAN", | |
| "INSTAL_TUANANH_PAYMENT_RATIO_MAX", | |
| "INSTAL_TUANANH_PAYMENT_RATIO_MIN", | |
| "INSTAL_TUANANH_PAYMENT_RATIO_VAR", | |
| "INSTAL_TUANANH_LATE_PAYMENT_MEAN", | |
| "INSTAL_TUANANH_LATE_PAYMENT_SUM", | |
| "INSTAL_TUANANH_SIGNIFICANT_LATE_PAYMENT_MEAN", | |
| "INSTAL_TUANANH_SIGNIFICANT_LATE_PAYMENT_SUM", | |
| "INSTAL_TUANANH_LATE_PAYMENT_RATIO_MEAN", | |
| "INSTAL_TUANANH_LATE_PAYMENT_RATIO_MIN", | |
| "INSTAL_TUANANH_LATE_PAYMENT_RATIO_MAX", | |
| "INSTAL_TUANANH_LATE_PAYMENT_RATIO_VAR", | |
| "INSTAL_TUANANH_DPD_7_MEAN", | |
| "INSTAL_TUANANH_DPD_7_SUM", | |
| "INSTAL_TUANANH_DPD_15_MEAN", | |
| "INSTAL_TUANANH_DPD_15_SUM", | |
| "INSTAL_TUANANH_PAID_OVER_MEAN", | |
| "INSTAL_TUANANH_PAID_OVER_SUM", | |
| "INSTAL_DPD_diff_MEAN", | |
| "INSTAL_DPD_diff_MIN", | |
| "INSTAL_DPD_diff_MAX", | |
| "INSTAL_DPD_diff_SUM", | |
| "INSTAL_DPD_diff_VAR", | |
| "INSTAL_DBD_diff_MEAN", | |
| "INSTAL_DBD_diff_MIN", | |
| "INSTAL_DBD_diff_MAX", | |
| "INSTAL_DBD_diff_SUM", | |
| "INSTAL_DBD_diff_VAR", | |
| "INSTAL_DAYS_INSTALMENT_MEAN", | |
| "INSTAL_DAYS_INSTALMENT_MAX", | |
| "INSTAL_DAYS_INSTALMENT_SUM", | |
| "INSTAL_DAYS_INSTALMENT_MIN", | |
| "INSTAL_DAYS_INSTALMENT_VAR", | |
| "INSTAL_TUANANH_INS_IS_DPD_UNDER_120_MEAN", | |
| "INSTAL_TUANANH_INS_IS_DPD_UNDER_120_SUM", | |
| "INSTAL_TUANANH_INS_IS_DPD_OVER_120_MEAN", | |
| "INSTAL_TUANANH_INS_IS_DPD_OVER_120_SUM", | |
| "INSTAL_AMT_DIFF_MEAN", | |
| "INSTAL_AMT_DIFF_MAX", | |
| "INSTAL_COUNT", | |
| "INS_D365_NUM_INSTALMENT_VERSION_NUNIQUE", | |
| "INS_D365_DAYS_ENTRY_PAYMENT_MEAN", | |
| "INS_D365_DAYS_ENTRY_PAYMENT_MAX", | |
| "INS_D365_DAYS_ENTRY_PAYMENT_SUM", | |
| "INS_D365_DAYS_INSTALMENT_MEAN", | |
| "INS_D365_DAYS_INSTALMENT_MAX", | |
| "INS_D365_DAYS_INSTALMENT_SUM", | |
| "INS_D365_AMT_INSTALMENT_MEAN", | |
| "INS_D365_AMT_INSTALMENT_MAX", | |
| "INS_D365_AMT_INSTALMENT_SUM", | |
| "INS_D365_AMT_PAYMENT_MEAN", | |
| "INS_D365_AMT_PAYMENT_MAX", | |
| "INS_D365_AMT_PAYMENT_SUM", | |
| "INS_D365_PAYMENT_DIFF_MEAN", | |
| "INS_D365_PAYMENT_DIFF_MIN", | |
| "INS_D365_PAYMENT_DIFF_MAX", | |
| "INS_D365_PAYMENT_DIFF_SUM", | |
| "INS_D365_PAYMENT_PERC_MEAN", | |
| "INS_D365_PAYMENT_PERC_MAX", | |
| "INS_D365_DPD_DIFF_MEAN", | |
| "INS_D365_DPD_DIFF_MIN", | |
| "INS_D365_DPD_DIFF_MAX", | |
| "INS_D365_DPD_MEAN", | |
| "INS_D365_DPD_SUM", | |
| "INS_D365_TUANANH_INS_IS_DPD_UNDER_120_MEAN", | |
| "INS_D365_TUANANH_INS_IS_DPD_UNDER_120_SUM", | |
| "INS_D365_TUANANH_INS_IS_DPD_OVER_120_MEAN", | |
| "INS_D365_TUANANH_INS_IS_DPD_OVER_120_SUM", | |
| "NAME_CONTRACT_TYPE_Cash_loans", | |
| "NAME_CONTRACT_TYPE_Revolving_loans", | |
| "NAME_TYPE_SUITE_Children", | |
| "NAME_TYPE_SUITE_Family", | |
| "NAME_TYPE_SUITE_Group_of_people", | |
| "NAME_TYPE_SUITE_Other_A", | |
| "NAME_TYPE_SUITE_Other_B", | |
| "NAME_TYPE_SUITE_Spouse__partner", | |
| "NAME_TYPE_SUITE_Unaccompanied", | |
| "NAME_INCOME_TYPE_Businessman", | |
| "NAME_INCOME_TYPE_Commercial_associate", | |
| "NAME_INCOME_TYPE_Maternity_leave", | |
| "NAME_INCOME_TYPE_Pensioner", | |
| "NAME_INCOME_TYPE_State_servant", | |
| "NAME_INCOME_TYPE_Student", | |
| "NAME_INCOME_TYPE_Unemployed", | |
| "NAME_INCOME_TYPE_Working", | |
| "NAME_EDUCATION_TYPE_Academic_degree", | |
| "NAME_EDUCATION_TYPE_Higher_education", | |
| "NAME_EDUCATION_TYPE_Incomplete_higher", | |
| "NAME_EDUCATION_TYPE_Lower_secondary", | |
| "NAME_EDUCATION_TYPE_Secondary___secondary_special", | |
| "NAME_FAMILY_STATUS_Civil_marriage", | |
| "NAME_FAMILY_STATUS_Married", | |
| "NAME_FAMILY_STATUS_Separated", | |
| "NAME_FAMILY_STATUS_Single___not_married", | |
| "NAME_FAMILY_STATUS_Unknown", | |
| "NAME_FAMILY_STATUS_Widow", | |
| "NAME_HOUSING_TYPE_Co_op_apartment", | |
| "NAME_HOUSING_TYPE_House___apartment", | |
| "NAME_HOUSING_TYPE_Municipal_apartment", | |
| "NAME_HOUSING_TYPE_Office_apartment", | |
| "NAME_HOUSING_TYPE_Rented_apartment", | |
| "NAME_HOUSING_TYPE_With_parents", | |
| "OCCUPATION_TYPE_Accountants", | |
| "OCCUPATION_TYPE_Cleaning_staff", | |
| "OCCUPATION_TYPE_Cooking_staff", | |
| "OCCUPATION_TYPE_Core_staff", | |
| "OCCUPATION_TYPE_Drivers", | |
| "OCCUPATION_TYPE_HR_staff", | |
| "OCCUPATION_TYPE_High_skill_tech_staff", | |
| "OCCUPATION_TYPE_IT_staff", | |
| "OCCUPATION_TYPE_Laborers", | |
| "OCCUPATION_TYPE_Low_skill_Laborers", | |
| "OCCUPATION_TYPE_Managers", | |
| "OCCUPATION_TYPE_Medicine_staff", | |
| "OCCUPATION_TYPE_Private_service_staff", | |
| "OCCUPATION_TYPE_Realty_agents", | |
| "OCCUPATION_TYPE_Sales_staff", | |
| "OCCUPATION_TYPE_Secretaries", | |
| "OCCUPATION_TYPE_Security_staff", | |
| "OCCUPATION_TYPE_Waiters_barmen_staff", | |
| "WEEKDAY_APPR_PROCESS_START_FRIDAY", | |
| "WEEKDAY_APPR_PROCESS_START_MONDAY", | |
| "WEEKDAY_APPR_PROCESS_START_SATURDAY", | |
| "WEEKDAY_APPR_PROCESS_START_SUNDAY", | |
| "WEEKDAY_APPR_PROCESS_START_THURSDAY", | |
| "WEEKDAY_APPR_PROCESS_START_TUESDAY", | |
| "WEEKDAY_APPR_PROCESS_START_WEDNESDAY", | |
| "ORGANIZATION_TYPE_Advertising", | |
| "ORGANIZATION_TYPE_Agriculture", | |
| "ORGANIZATION_TYPE_Bank", | |
| "ORGANIZATION_TYPE_Business_Entity_Type_1", | |
| "ORGANIZATION_TYPE_Business_Entity_Type_2", | |
| "ORGANIZATION_TYPE_Business_Entity_Type_3", | |
| "ORGANIZATION_TYPE_Cleaning", | |
| "ORGANIZATION_TYPE_Construction", | |
| "ORGANIZATION_TYPE_Culture", | |
| "ORGANIZATION_TYPE_Electricity", | |
| "ORGANIZATION_TYPE_Emergency", | |
| "ORGANIZATION_TYPE_Government", | |
| "ORGANIZATION_TYPE_Hotel", | |
| "ORGANIZATION_TYPE_Housing", | |
| "ORGANIZATION_TYPE_Industry__type_1", | |
| "ORGANIZATION_TYPE_Industry__type_10", | |
| "ORGANIZATION_TYPE_Industry__type_11", | |
| "ORGANIZATION_TYPE_Industry__type_12", | |
| "ORGANIZATION_TYPE_Industry__type_13", | |
| "ORGANIZATION_TYPE_Industry__type_2", | |
| "ORGANIZATION_TYPE_Industry__type_3", | |
| "ORGANIZATION_TYPE_Industry__type_4", | |
| "ORGANIZATION_TYPE_Industry__type_5", | |
| "ORGANIZATION_TYPE_Industry__type_6", | |
| "ORGANIZATION_TYPE_Industry__type_7", | |
| "ORGANIZATION_TYPE_Industry__type_8", | |
| "ORGANIZATION_TYPE_Industry__type_9", | |
| "ORGANIZATION_TYPE_Insurance", | |
| "ORGANIZATION_TYPE_Kindergarten", | |
| "ORGANIZATION_TYPE_Legal_Services", | |
| "ORGANIZATION_TYPE_Medicine", | |
| "ORGANIZATION_TYPE_Military", | |
| "ORGANIZATION_TYPE_Mobile", | |
| "ORGANIZATION_TYPE_Other", | |
| "ORGANIZATION_TYPE_Police", | |
| "ORGANIZATION_TYPE_Postal", | |
| "ORGANIZATION_TYPE_Realtor", | |
| "ORGANIZATION_TYPE_Religion", | |
| "ORGANIZATION_TYPE_Restaurant", | |
| "ORGANIZATION_TYPE_School", | |
| "ORGANIZATION_TYPE_Security", | |
| "ORGANIZATION_TYPE_Security_Ministries", | |
| "ORGANIZATION_TYPE_Self_employed", | |
| "ORGANIZATION_TYPE_Services", | |
| "ORGANIZATION_TYPE_Telecom", | |
| "ORGANIZATION_TYPE_Trade__type_1", | |
| "ORGANIZATION_TYPE_Trade__type_2", | |
| "ORGANIZATION_TYPE_Trade__type_3", | |
| "ORGANIZATION_TYPE_Trade__type_4", | |
| "ORGANIZATION_TYPE_Trade__type_5", | |
| "ORGANIZATION_TYPE_Trade__type_6", | |
| "ORGANIZATION_TYPE_Trade__type_7", | |
| "ORGANIZATION_TYPE_Transport__type_1", | |
| "ORGANIZATION_TYPE_Transport__type_2", | |
| "ORGANIZATION_TYPE_Transport__type_3", | |
| "ORGANIZATION_TYPE_Transport__type_4", | |
| "ORGANIZATION_TYPE_University", | |
| "ORGANIZATION_TYPE_XNA", | |
| "FONDKAPREMONT_MODE_not_specified", | |
| "FONDKAPREMONT_MODE_org_spec_account", | |
| "FONDKAPREMONT_MODE_reg_oper_account", | |
| "FONDKAPREMONT_MODE_reg_oper_spec_account", | |
| "HOUSETYPE_MODE_block_of_flats", | |
| "HOUSETYPE_MODE_specific_housing", | |
| "HOUSETYPE_MODE_terraced_house", | |
| "WALLSMATERIAL_MODE_Block", | |
| "WALLSMATERIAL_MODE_Mixed", | |
| "WALLSMATERIAL_MODE_Monolithic", | |
| "WALLSMATERIAL_MODE_Others", | |
| "WALLSMATERIAL_MODE_Panel", | |
| "WALLSMATERIAL_MODE_Stone__brick", | |
| "WALLSMATERIAL_MODE_Wooden", | |
| "EMERGENCYSTATE_MODE_No", | |
| "EMERGENCYSTATE_MODE_Yes", | |
| "AGE_RANGE_AGE_ADULT", | |
| "AGE_RANGE_AGE_MID_ADULT", | |
| "AGE_RANGE_AGE_SENIOR_ADULT", | |
| "AGE_RANGE_AGE_VERY_SENIOR", | |
| "AGE_RANGE_AGE_VERY_YOUNG", | |
| "AGE_RANGE_AGE_YOUNG", | |
| "CC_NAME_CONTRACT_STATUS_Active_MIN_False", | |
| "CC_NAME_CONTRACT_STATUS_Active_MIN_True", | |
| "CC_NAME_CONTRACT_STATUS_Active_MAX_False", | |
| "CC_NAME_CONTRACT_STATUS_Active_MAX_True", | |
| "CC_NAME_CONTRACT_STATUS_Approved_MIN_False", | |
| "CC_NAME_CONTRACT_STATUS_Approved_MAX_False", | |
| "CC_NAME_CONTRACT_STATUS_Approved_MAX_True", | |
| "CC_NAME_CONTRACT_STATUS_Completed_MIN_False", | |
| "CC_NAME_CONTRACT_STATUS_Completed_MIN_True", | |
| "CC_NAME_CONTRACT_STATUS_Completed_MAX_False", | |
| "CC_NAME_CONTRACT_STATUS_Completed_MAX_True", | |
| "CC_NAME_CONTRACT_STATUS_Demand_MIN_False", | |
| "CC_NAME_CONTRACT_STATUS_Demand_MIN_True", | |
| "CC_NAME_CONTRACT_STATUS_Demand_MAX_False", | |
| "CC_NAME_CONTRACT_STATUS_Demand_MAX_True", | |
| "CC_NAME_CONTRACT_STATUS_Refused_MIN_False", | |
| "CC_NAME_CONTRACT_STATUS_Refused_MAX_False", | |
| "CC_NAME_CONTRACT_STATUS_Refused_MAX_True", | |
| "CC_NAME_CONTRACT_STATUS_Sent_proposal_MIN_False", | |
| "CC_NAME_CONTRACT_STATUS_Sent_proposal_MAX_False", | |
| "CC_NAME_CONTRACT_STATUS_Sent_proposal_MAX_True", | |
| "CC_NAME_CONTRACT_STATUS_Signed_MIN_False", | |
| "CC_NAME_CONTRACT_STATUS_Signed_MIN_True", | |
| "CC_NAME_CONTRACT_STATUS_Signed_MAX_False", | |
| "CC_NAME_CONTRACT_STATUS_Signed_MAX_True", | |
| "CC_NAME_CONTRACT_STATUS_nan_MIN_False", | |
| "CC_NAME_CONTRACT_STATUS_nan_MAX_False", | |
| "MISSING_DAYS_EMPLOYED", | |
| "MISSING_APARTMENTS_AVG", | |
| "MISSING_BASEMENTAREA_AVG", | |
| "MISSING_YEARS_BEGINEXPLUATATION_AVG", | |
| "MISSING_YEARS_BUILD_AVG", | |
| "MISSING_ELEVATORS_AVG", | |
| "MISSING_ENTRANCES_AVG", | |
| "MISSING_FLOORSMAX_AVG", | |
| "MISSING_FLOORSMIN_AVG", | |
| "MISSING_LANDAREA_AVG", | |
| "MISSING_LIVINGAPARTMENTS_AVG", | |
| "MISSING_LIVINGAREA_AVG", | |
| "MISSING_NONLIVINGAREA_AVG", | |
| "MISSING_APARTMENTS_MODE", | |
| "MISSING_BASEMENTAREA_MODE", | |
| "MISSING_YEARS_BEGINEXPLUATATION_MODE", | |
| "MISSING_YEARS_BUILD_MODE", | |
| "MISSING_ELEVATORS_MODE", | |
| "MISSING_ENTRANCES_MODE", | |
| "MISSING_FLOORSMAX_MODE", | |
| "MISSING_FLOORSMIN_MODE", | |
| "MISSING_LANDAREA_MODE", | |
| "MISSING_LIVINGAPARTMENTS_MODE", | |
| "MISSING_LIVINGAREA_MODE", | |
| "MISSING_NONLIVINGAREA_MODE", | |
| "MISSING_APARTMENTS_MEDI", | |
| "MISSING_BASEMENTAREA_MEDI", | |
| "MISSING_YEARS_BEGINEXPLUATATION_MEDI", | |
| "MISSING_YEARS_BUILD_MEDI", | |
| "MISSING_ELEVATORS_MEDI", | |
| "MISSING_ENTRANCES_MEDI", | |
| "MISSING_FLOORSMAX_MEDI", | |
| "MISSING_FLOORSMIN_MEDI", | |
| "MISSING_LANDAREA_MEDI", | |
| "MISSING_LIVINGAPARTMENTS_MEDI", | |
| "MISSING_LIVINGAREA_MEDI", | |
| "MISSING_NONLIVINGAREA_MEDI", | |
| "MISSING_TOTALAREA_MODE", | |
| "MISSING_APP_EXT_SOURCE_2_DAYS_EMPLOYED", | |
| "MISSING_DAYS_EMPLOYED_PERC", | |
| "MISSING_DUYET_EMPLOYMENT_TO_AGE_RATIO", | |
| "MISSING_TUANANH_EMPLOYED_BIRTH_RATIO", | |
| "MISSING_INCOME_TO_EMPLOYED_RATIO", | |
| "MISSING_APPS_INCOME_EMPLOYED_RATIO", | |
| "MISSING_APP_INCOME_TO_EMPLOYED_RATIO", | |
| "MISSING_APP_DAYS_EMPLOYED_DAYS_BIRTH_diff", | |
| "MISSING_BURO_DAYS_CREDIT_ENDDATE_VAR", | |
| "MISSING_BURO_ENDDATE_DIF_MIN", | |
| "MISSING_BURO_ENDDATE_DIF_MAX", | |
| "MISSING_BURO_ENDDATE_DIF_MEAN", | |
| "MISSING_BURO_BUREAU_CREDIT_FACT_DIFF_MIN", | |
| "MISSING_BURO_BUREAU_CREDIT_FACT_DIFF_MAX", | |
| "MISSING_BURO_BUREAU_CREDIT_FACT_DIFF_MEAN", | |
| "MISSING_CLOSED_DAYS_CREDIT_MIN", | |
| "MISSING_CLOSED_DAYS_CREDIT_MAX", | |
| "MISSING_CLOSED_DAYS_CREDIT_MEAN", | |
| "MISSING_CLOSED_DAYS_CREDIT_VAR", | |
| "MISSING_CLOSED_DAYS_CREDIT_SUM", | |
| "MISSING_CLOSED_DAYS_CREDIT_ENDDATE_MIN", | |
| "MISSING_CLOSED_DAYS_CREDIT_ENDDATE_MAX", | |
| "MISSING_CLOSED_DAYS_CREDIT_ENDDATE_MEAN", | |
| "MISSING_CLOSED_DAYS_CREDIT_ENDDATE_VAR", | |
| "MISSING_CLOSED_DAYS_CREDIT_UPDATE_MEAN", | |
| "MISSING_CLOSED_DAYS_CREDIT_UPDATE_MIN", | |
| "MISSING_CLOSED_DAYS_CREDIT_UPDATE_MAX", | |
| "MISSING_CLOSED_CREDIT_DAY_OVERDUE_MAX", | |
| "MISSING_CLOSED_CREDIT_DAY_OVERDUE_MEAN", | |
| "MISSING_CLOSED_CREDIT_DAY_OVERDUE_SUM", | |
| "MISSING_CLOSED_CREDIT_DAY_OVERDUE_MIN", | |
| "MISSING_CLOSED_AMT_CREDIT_MAX_OVERDUE_MEAN", | |
| "MISSING_CLOSED_AMT_CREDIT_MAX_OVERDUE_MAX", | |
| "MISSING_CLOSED_AMT_CREDIT_MAX_OVERDUE_SUM", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_MAX", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_MEAN", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_SUM", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_DEBT_MAX", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_DEBT_MEAN", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_DEBT_SUM", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_OVERDUE_MEAN", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_OVERDUE_MAX", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_OVERDUE_SUM", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_LIMIT_MEAN", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_LIMIT_SUM", | |
| "MISSING_CLOSED_AMT_CREDIT_SUM_LIMIT_MAX", | |
| "MISSING_CLOSED_AMT_ANNUITY_SUM", | |
| "MISSING_CLOSED_CNT_CREDIT_PROLONG_SUM", | |
| "MISSING_CLOSED_CNT_CREDIT_PROLONG_MEAN", | |
| "MISSING_CLOSED_BB_MONTHS_BALANCE_SIZE_SUM", | |
| "MISSING_CLOSED_CREDIT_DURATION_MIN", | |
| "MISSING_CLOSED_CREDIT_DURATION_MAX", | |
| "MISSING_CLOSED_CREDIT_DURATION_MEAN", | |
| "MISSING_CLOSED_ENDDATE_DIF_MIN", | |
| "MISSING_CLOSED_ENDDATE_DIF_MAX", | |
| "MISSING_CLOSED_ENDDATE_DIF_MEAN", | |
| "MISSING_CLOSED_DEBT_CREDIT_DIFF_MIN", | |
| "MISSING_CLOSED_DEBT_CREDIT_DIFF_MAX", | |
| "MISSING_CLOSED_DEBT_CREDIT_DIFF_MEAN", | |
| "MISSING_CLOSED_BUREAU_CREDIT_FACT_DIFF_MIN", | |
| "MISSING_CLOSED_BUREAU_CREDIT_FACT_DIFF_MAX", | |
| "MISSING_CLOSED_BUREAU_CREDIT_FACT_DIFF_MEAN", | |
| "MISSING_CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MIN", | |
| "MISSING_CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MAX", | |
| "MISSING_CLOSED_BUREAU_CREDIT_ENDDATE_DIFF_MEAN", | |
| "MISSING_CLOSED_BUREAU_CREDIT_DEBT_RATIO_MIN", | |
| "MISSING_CLOSED_BUREAU_CREDIT_DEBT_RATIO_MAX", | |
| "MISSING_CLOSED_BUREAU_CREDIT_DEBT_RATIO_MEAN", | |
| "MISSING_CLOSED_BUREAU_IS_DPD_MEAN", | |
| "MISSING_CLOSED_BUREAU_IS_DPD_SUM", | |
| "MISSING_CLOSED_BUREAU_IS_DPD_OVER120_MEAN", | |
| "MISSING_CLOSED_BUREAU_IS_DPD_OVER120_SUM", | |
| "MISSING_APPROVED_RATE_DOWN_PAYMENT_VAR", | |
| "MISSING_REFUSED_AMT_ANNUITY_MIN", | |
| "MISSING_REFUSED_AMT_ANNUITY_MAX", | |
| "MISSING_REFUSED_AMT_ANNUITY_MEAN", | |
| "MISSING_REFUSED_AMT_ANNUITY_SUM", | |
| "MISSING_REFUSED_AMT_ANNUITY_VAR", | |
| "MISSING_REFUSED_AMT_APPLICATION_MIN", | |
| "MISSING_REFUSED_AMT_APPLICATION_MAX", | |
| "MISSING_REFUSED_AMT_APPLICATION_MEAN", | |
| "MISSING_REFUSED_AMT_APPLICATION_SUM", | |
| "MISSING_REFUSED_AMT_CREDIT_MIN", | |
| "MISSING_REFUSED_AMT_CREDIT_MAX", | |
| "MISSING_REFUSED_AMT_CREDIT_MEAN", | |
| "MISSING_REFUSED_AMT_CREDIT_SUM", | |
| "MISSING_REFUSED_APP_CREDIT_PERC_MIN", | |
| "MISSING_REFUSED_APP_CREDIT_PERC_MAX", | |
| "MISSING_REFUSED_APP_CREDIT_PERC_MEAN", | |
| "MISSING_REFUSED_APP_CREDIT_PERC_VAR", | |
| "MISSING_REFUSED_AMT_DOWN_PAYMENT_SUM", | |
| "MISSING_REFUSED_AMT_GOODS_PRICE_MIN", | |
| "MISSING_REFUSED_AMT_GOODS_PRICE_MAX", | |
| "MISSING_REFUSED_AMT_GOODS_PRICE_MEAN", | |
| "MISSING_REFUSED_AMT_GOODS_PRICE_SUM", | |
| "MISSING_REFUSED_HOUR_APPR_PROCESS_START_MIN", | |
| "MISSING_REFUSED_HOUR_APPR_PROCESS_START_MAX", | |
| "MISSING_REFUSED_HOUR_APPR_PROCESS_START_MEAN", | |
| "MISSING_REFUSED_DAYS_DECISION_MIN", | |
| "MISSING_REFUSED_DAYS_DECISION_MAX", | |
| "MISSING_REFUSED_DAYS_DECISION_MEAN", | |
| "MISSING_REFUSED_DAYS_DECISION_SUM", | |
| "MISSING_REFUSED_CNT_PAYMENT_MEAN", | |
| "MISSING_REFUSED_CNT_PAYMENT_SUM", | |
| "MISSING_REFUSED_CNT_PAYMENT_MAX", | |
| "MISSING_REFUSED_CNT_PAYMENT_MIN", | |
| "MISSING_REFUSED_SK_ID_PREV_NUNIQUE", | |
| "MISSING_REFUSED_CREDIT_TO_ANNUITY_RATIO_MEAN", | |
| "MISSING_REFUSED_CREDIT_TO_ANNUITY_RATIO_MAX", | |
| "MISSING_REFUSED_APPLICATION_CREDIT_DIFF_MIN", | |
| "MISSING_REFUSED_APPLICATION_CREDIT_DIFF_MAX", | |
| "MISSING_REFUSED_APPLICATION_CREDIT_DIFF_MEAN", | |
| "MISSING_REFUSED_APPLICATION_CREDIT_DIFF_SUM", | |
| "MISSING_REFUSED_PREV_GOODS_DIFF_MEAN", | |
| "MISSING_REFUSED_PREV_GOODS_DIFF_MAX", | |
| "MISSING_REFUSED_PREV_GOODS_DIFF_SUM", | |
| "MISSING_REFUSED_PREV_GOODS_APPL_RATIO_MEAN", | |
| "MISSING_REFUSED_PREV_GOODS_APPL_RATIO_MAX", | |
| "MISSING_REFUSED_DAYS_LAST_DUE_DIFF_SUM", | |
| "MISSING_REFUSED_SIMPLE_INTERESTS_MEAN", | |
| "MISSING_REFUSED_SIMPLE_INTERESTS_MAX", | |
| "MISSING_CC_AMT_DRAWINGS_ATM_CURRENT_MIN", | |
| "MISSING_CC_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "MISSING_CC_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "MISSING_CC_AMT_DRAWINGS_ATM_CURRENT_VAR", | |
| "MISSING_CC_AMT_DRAWINGS_OTHER_CURRENT_MIN", | |
| "MISSING_CC_AMT_DRAWINGS_OTHER_CURRENT_MAX", | |
| "MISSING_CC_AMT_DRAWINGS_OTHER_CURRENT_MEAN", | |
| "MISSING_CC_AMT_DRAWINGS_OTHER_CURRENT_VAR", | |
| "MISSING_CC_AMT_DRAWINGS_POS_CURRENT_MIN", | |
| "MISSING_CC_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "MISSING_CC_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "MISSING_CC_AMT_DRAWINGS_POS_CURRENT_VAR", | |
| "MISSING_CC_AMT_PAYMENT_CURRENT_MIN", | |
| "MISSING_CC_AMT_PAYMENT_CURRENT_MAX", | |
| "MISSING_CC_AMT_PAYMENT_CURRENT_MEAN", | |
| "MISSING_CC_AMT_PAYMENT_CURRENT_VAR", | |
| "MISSING_CC_CNT_DRAWINGS_ATM_CURRENT_MIN", | |
| "MISSING_CC_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "MISSING_CC_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "MISSING_CC_CNT_DRAWINGS_ATM_CURRENT_VAR", | |
| "MISSING_CC_CNT_DRAWINGS_OTHER_CURRENT_MIN", | |
| "MISSING_CC_CNT_DRAWINGS_OTHER_CURRENT_MAX", | |
| "MISSING_CC_CNT_DRAWINGS_OTHER_CURRENT_MEAN", | |
| "MISSING_CC_CNT_DRAWINGS_OTHER_CURRENT_VAR", | |
| "MISSING_CC_CNT_DRAWINGS_POS_CURRENT_MIN", | |
| "MISSING_CC_CNT_DRAWINGS_POS_CURRENT_MAX", | |
| "MISSING_CC_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "MISSING_CC_CNT_DRAWINGS_POS_CURRENT_VAR", | |
| "MISSING_CC_PAYMENT_DIV_MIN_MIN", | |
| "MISSING_CC_PAYMENT_DIV_MIN_MAX", | |
| "MISSING_CC_PAYMENT_DIV_MIN_MEAN", | |
| "MISSING_CC_PAYMENT_DIV_MIN_VAR", | |
| "MISSING_CC_DRAWING_LIMIT_RATIO_MIN", | |
| "MISSING_CC_DRAWING_LIMIT_RATIO_MAX", | |
| "MISSING_CC_DRAWING_LIMIT_RATIO_MEAN", | |
| "MISSING_CC_DRAWING_LIMIT_RATIO_VAR", | |
| "MISSING_CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MIN", | |
| "MISSING_CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MAX", | |
| "MISSING_CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_MEAN", | |
| "MISSING_CC_TUANANH_CC_DRAWINGS_PAYMENT_RATIO_VAR", | |
| "MISSING_CC_TUANANH_CC_MIN_PAYMENT_RATIO_MIN", | |
| "MISSING_CC_TUANANH_CC_MIN_PAYMENT_RATIO_MAX", | |
| "MISSING_CC_TUANANH_CC_MIN_PAYMENT_RATIO_MEAN", | |
| "MISSING_CC_TUANANH_CC_MIN_PAYMENT_RATIO_VAR", | |
| "MISSING_CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MIN", | |
| "MISSING_CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MAX", | |
| "MISSING_CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_MEAN", | |
| "MISSING_CC_TUANANH_CC_BALANCE_RECEIVABLE_RATIO_VAR", | |
| "MISSING_CC_12M_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "MISSING_CC_12M_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "MISSING_CC_12M_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "MISSING_CC_12M_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "MISSING_CC_12M_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "MISSING_CC_12M_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "MISSING_CC_12M_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "MISSING_CC_12M_CNT_DRAWINGS_POS_CURRENT_MAX", | |
| "MISSING_CC_24M_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "MISSING_CC_24M_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "MISSING_CC_24M_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "MISSING_CC_24M_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "MISSING_CC_24M_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "MISSING_CC_24M_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "MISSING_CC_24M_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "MISSING_CC_24M_CNT_DRAWINGS_POS_CURRENT_MAX", | |
| "MISSING_CC_48M_AMT_DRAWINGS_ATM_CURRENT_MAX", | |
| "MISSING_CC_48M_AMT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "MISSING_CC_48M_AMT_DRAWINGS_POS_CURRENT_MAX", | |
| "MISSING_CC_48M_AMT_DRAWINGS_POS_CURRENT_MEAN", | |
| "MISSING_CC_48M_CNT_DRAWINGS_ATM_CURRENT_MAX", | |
| "MISSING_CC_48M_CNT_DRAWINGS_ATM_CURRENT_MEAN", | |
| "MISSING_CC_48M_CNT_DRAWINGS_POS_CURRENT_MEAN", | |
| "MISSING_CC_48M_CNT_DRAWINGS_POS_CURRENT_MAX" | |
| ] | |
| } |