[ "NAME_CONTRACT_TYPE", "CODE_GENDER", "FLAG_OWN_CAR", "FLAG_OWN_REALTY", "CNT_CHILDREN", "AMT_INCOME_TOTAL", "AMT_CREDIT", "AMT_ANNUITY", "AMT_GOODS_PRICE", "NAME_TYPE_SUITE", "NAME_INCOME_TYPE", "NAME_EDUCATION_TYPE", "NAME_FAMILY_STATUS", "NAME_HOUSING_TYPE", "REGION_POPULATION_RELATIVE", "DAYS_BIRTH", "DAYS_EMPLOYED", "DAYS_REGISTRATION", "DAYS_ID_PUBLISH", "OWN_CAR_AGE", "FLAG_EMP_PHONE", "FLAG_WORK_PHONE", "FLAG_PHONE", "FLAG_EMAIL", "OCCUPATION_TYPE", "CNT_FAM_MEMBERS", "REGION_RATING_CLIENT", "REGION_RATING_CLIENT_W_CITY", "WEEKDAY_APPR_PROCESS_START", "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", "ELEVATORS_AVG", "ENTRANCES_AVG", "FLOORSMAX_AVG", "LANDAREA_AVG", "LIVINGAREA_AVG", "NONLIVINGAREA_AVG", "OBS_30_CNT_SOCIAL_CIRCLE", "DEF_30_CNT_SOCIAL_CIRCLE", "OBS_60_CNT_SOCIAL_CIRCLE", "DEF_60_CNT_SOCIAL_CIRCLE", "DAYS_LAST_PHONE_CHANGE", "AMT_REQ_CREDIT_BUREAU_HOUR", "AMT_REQ_CREDIT_BUREAU_WEEK", "AMT_REQ_CREDIT_BUREAU_MON", "AMT_REQ_CREDIT_BUREAU_QRT", "AMT_REQ_CREDIT_BUREAU_YEAR", "bureau__DAYS_CREDIT__mean", "bureau__DAYS_CREDIT__std", "bureau__CREDIT_DAY_OVERDUE__mean", "bureau__CREDIT_DAY_OVERDUE__std", "bureau__DAYS_CREDIT_ENDDATE__mean", "bureau__DAYS_CREDIT_ENDDATE__std", "bureau__DAYS_ENDDATE_FACT__mean", "bureau__DAYS_ENDDATE_FACT__std", "bureau__AMT_CREDIT_MAX_OVERDUE__mean", "bureau__AMT_CREDIT_MAX_OVERDUE__std", "bureau__CNT_CREDIT_PROLONG__mean", "bureau__CNT_CREDIT_PROLONG__std", "bureau__AMT_CREDIT_SUM__mean", "bureau__AMT_CREDIT_SUM__std", "bureau__AMT_CREDIT_SUM_DEBT__mean", "bureau__AMT_CREDIT_SUM_DEBT__std", "bureau__AMT_CREDIT_SUM_LIMIT__mean", "bureau__AMT_CREDIT_SUM_LIMIT__std", "bureau__AMT_CREDIT_SUM_OVERDUE__mean", "bureau__AMT_CREDIT_SUM_OVERDUE__std", "bureau__DAYS_CREDIT_UPDATE__mean", "bureau__DAYS_CREDIT_UPDATE__std", "bureau__AMT_ANNUITY__mean", "bureau__AMT_ANNUITY__std", "bureau__DEBT_RATIO__mean", "bureau__DEBT_RATIO__std", "bureau__OVERDUE_RATIO__mean", "bureau__OVERDUE_RATIO__std", "bureau__IS_ACTIVE__mean", "bureau__IS_ACTIVE__std", "bureau__HAS_OVERDUE__mean", "bureau__HAS_OVERDUE__std", "bureau__CREDIT_AGE__mean", "bureau__CREDIT_AGE__std", "bureau__bb__MONTHS_BALANCE__mean__mean", "bureau__bb__MONTHS_BALANCE__mean__std", "bureau__bb__MONTHS_BALANCE__std__mean", "bureau__bb__MONTHS_BALANCE__std__std", "bureau__bb__count_rows__mean", "bureau__bb__count_rows__std", "bureau__bb__recent_max_dpd__mean", "bureau__bb__recent_max_dpd__std", "bureau__bb__months_late_ratio__mean", "bureau__bb__months_late_ratio__std", "bureau__bb__late_severity_sum__mean", "bureau__bb__late_severity_sum__std", "bureau__count_rows", "bureau__nunique_SK_ID_BUREAU", "prev__AMT_ANNUITY__mean", "prev__AMT_ANNUITY__std", "prev__AMT_APPLICATION__mean", "prev__AMT_APPLICATION__std", "prev__AMT_CREDIT__mean", "prev__AMT_CREDIT__std", "prev__AMT_DOWN_PAYMENT__mean", "prev__AMT_DOWN_PAYMENT__std", "prev__AMT_GOODS_PRICE__mean", "prev__AMT_GOODS_PRICE__std", "prev__HOUR_APPR_PROCESS_START__mean", "prev__HOUR_APPR_PROCESS_START__std", "prev__NFLAG_LAST_APPL_IN_DAY__mean", "prev__NFLAG_LAST_APPL_IN_DAY__std", "prev__RATE_DOWN_PAYMENT__mean", "prev__RATE_DOWN_PAYMENT__std", "prev__DAYS_DECISION__mean", "prev__DAYS_DECISION__std", "prev__SELLERPLACE_AREA__mean", "prev__SELLERPLACE_AREA__std", "prev__CNT_PAYMENT__mean", "prev__CNT_PAYMENT__std", "prev__DAYS_FIRST_DRAWING__mean", "prev__DAYS_FIRST_DUE__mean", "prev__DAYS_FIRST_DUE__std", "prev__DAYS_LAST_DUE_1ST_VERSION__mean", "prev__DAYS_LAST_DUE_1ST_VERSION__std", "prev__DAYS_LAST_DUE__mean", "prev__DAYS_LAST_DUE__std", "prev__DAYS_TERMINATION__mean", "prev__DAYS_TERMINATION__std", "prev__NFLAG_INSURED_ON_APPROVAL__mean", "prev__NFLAG_INSURED_ON_APPROVAL__std", "prev__PREV_CREDIT_APPLICATION_RATIO__mean", "prev__PREV_CREDIT_APPLICATION_RATIO__std", "prev__PREV_IS_APPROVED__mean", "prev__PREV_IS_APPROVED__std", "prev__PREV_IS_REFUSED__mean", "prev__PREV_IS_REFUSED__std", "prev__PREV_DAYS_DECISION_AGE__mean", "prev__PREV_DAYS_DECISION_AGE__std", "prev__PREV_CREDIT_DURATION__mean", "prev__PREV_CREDIT_DURATION__std", "prev__pos__MONTHS_BALANCE__mean__mean", "prev__pos__MONTHS_BALANCE__mean__std", "prev__pos__MONTHS_BALANCE__std__mean", "prev__pos__MONTHS_BALANCE__std__std", "prev__pos__CNT_INSTALMENT__mean__mean", "prev__pos__CNT_INSTALMENT__mean__std", "prev__pos__CNT_INSTALMENT__std__mean", "prev__pos__CNT_INSTALMENT__std__std", "prev__pos__CNT_INSTALMENT_FUTURE__mean__mean", "prev__pos__CNT_INSTALMENT_FUTURE__mean__std", "prev__pos__CNT_INSTALMENT_FUTURE__std__mean", "prev__pos__CNT_INSTALMENT_FUTURE__std__std", "prev__pos__SK_DPD__mean__mean", "prev__pos__SK_DPD__mean__std", "prev__pos__SK_DPD__max__mean", "prev__pos__SK_DPD__max__std", "prev__pos__SK_DPD__std__mean", "prev__pos__SK_DPD__std__std", "prev__pos__SK_DPD_DEF__mean__mean", "prev__pos__SK_DPD_DEF__mean__std", "prev__pos__SK_DPD_DEF__max__mean", "prev__pos__SK_DPD_DEF__max__std", "prev__pos__SK_DPD_DEF__std__mean", "prev__pos__SK_DPD_DEF__std__std", "prev__pos__POS_REMAIN_RATIO__mean__mean", "prev__pos__POS_REMAIN_RATIO__mean__std", "prev__pos__POS_REMAIN_RATIO__std__mean", "prev__pos__POS_REMAIN_RATIO__std__std", "prev__pos__POS_DPD_POS__mean__mean", "prev__pos__POS_DPD_POS__mean__std", "prev__pos__POS_DPD_POS__max__mean", "prev__pos__POS_DPD_POS__max__std", "prev__pos__POS_DPD_POS__std__mean", "prev__pos__POS_DPD_POS__std__std", "prev__pos__POS_IS_ACTIVE__mean__mean", "prev__pos__POS_IS_ACTIVE__mean__std", "prev__pos__POS_IS_ACTIVE__std__mean", "prev__pos__POS_IS_ACTIVE__std__std", "prev__pos__count_rows__mean", "prev__pos__count_rows__std", "prev__cc__MONTHS_BALANCE__mean__mean", "prev__cc__MONTHS_BALANCE__std__mean", "prev__cc__AMT_BALANCE__mean__mean", "prev__cc__AMT_BALANCE__std__mean", "prev__cc__AMT_CREDIT_LIMIT_ACTUAL__mean__mean", "prev__cc__AMT_CREDIT_LIMIT_ACTUAL__std__mean", "prev__cc__AMT_DRAWINGS_ATM_CURRENT__mean__mean", "prev__cc__AMT_DRAWINGS_ATM_CURRENT__std__mean", "prev__cc__AMT_DRAWINGS_CURRENT__mean__mean", "prev__cc__AMT_DRAWINGS_CURRENT__std__mean", "prev__cc__AMT_DRAWINGS_OTHER_CURRENT__mean__mean", "prev__cc__AMT_DRAWINGS_OTHER_CURRENT__std__mean", "prev__cc__AMT_DRAWINGS_POS_CURRENT__mean__mean", "prev__cc__AMT_DRAWINGS_POS_CURRENT__std__mean", "prev__cc__AMT_INST_MIN_REGULARITY__mean__mean", "prev__cc__AMT_INST_MIN_REGULARITY__std__mean", "prev__cc__AMT_PAYMENT_CURRENT__mean__mean", "prev__cc__AMT_PAYMENT_CURRENT__std__mean", "prev__cc__AMT_PAYMENT_TOTAL_CURRENT__mean__mean", "prev__cc__AMT_PAYMENT_TOTAL_CURRENT__std__mean", "prev__cc__AMT_RECEIVABLE_PRINCIPAL__mean__mean", "prev__cc__AMT_RECEIVABLE_PRINCIPAL__std__mean", "prev__cc__AMT_RECIVABLE__mean__mean", "prev__cc__AMT_RECIVABLE__std__mean", "prev__cc__AMT_TOTAL_RECEIVABLE__mean__mean", "prev__cc__AMT_TOTAL_RECEIVABLE__std__mean", "prev__cc__CNT_DRAWINGS_ATM_CURRENT__mean__mean", "prev__cc__CNT_DRAWINGS_ATM_CURRENT__std__mean", "prev__cc__CNT_DRAWINGS_CURRENT__mean__mean", "prev__cc__CNT_DRAWINGS_CURRENT__std__mean", "prev__cc__CNT_DRAWINGS_OTHER_CURRENT__mean__mean", "prev__cc__CNT_DRAWINGS_OTHER_CURRENT__std__mean", "prev__cc__CNT_DRAWINGS_POS_CURRENT__mean__mean", "prev__cc__CNT_DRAWINGS_POS_CURRENT__std__mean", "prev__cc__CNT_INSTALMENT_MATURE_CUM__mean__mean", "prev__cc__CNT_INSTALMENT_MATURE_CUM__std__mean", "prev__cc__SK_DPD__mean__mean", "prev__cc__SK_DPD__max__mean", "prev__cc__SK_DPD__std__mean", "prev__cc__SK_DPD_DEF__mean__mean", "prev__cc__SK_DPD_DEF__max__mean", "prev__cc__SK_DPD_DEF__std__mean", "prev__cc__CC_UTILIZATION_RATIO__mean__mean", "prev__cc__CC_UTILIZATION_RATIO__max__mean", "prev__cc__CC_UTILIZATION_RATIO__std__mean", "prev__cc__CC_PAYMENT_MIN_RATIO__mean__mean", "prev__cc__CC_PAYMENT_MIN_RATIO__max__mean", "prev__cc__CC_PAYMENT_MIN_RATIO__std__mean", "prev__cc__CC_PAYMENT_BALANCE_RATIO__mean__mean", "prev__cc__CC_PAYMENT_BALANCE_RATIO__max__mean", "prev__cc__CC_PAYMENT_BALANCE_RATIO__std__mean", "prev__cc__CC_DPD_POS__mean__mean", "prev__cc__CC_DPD_POS__max__mean", "prev__cc__CC_DPD_POS__std__mean", "prev__cc__CC_RECEIVABLE_RATIO__mean__mean", "prev__cc__CC_RECEIVABLE_RATIO__std__mean", "prev__cc__count_rows__mean", "prev__inst__NUM_INSTALMENT_VERSION__mean__mean", "prev__inst__NUM_INSTALMENT_VERSION__mean__std", "prev__inst__NUM_INSTALMENT_VERSION__std__mean", "prev__inst__NUM_INSTALMENT_VERSION__std__std", "prev__inst__NUM_INSTALMENT_NUMBER__mean__mean", "prev__inst__NUM_INSTALMENT_NUMBER__mean__std", "prev__inst__NUM_INSTALMENT_NUMBER__std__mean", "prev__inst__NUM_INSTALMENT_NUMBER__std__std", "prev__inst__DAYS_INSTALMENT__mean__mean", "prev__inst__DAYS_INSTALMENT__mean__std", "prev__inst__DAYS_INSTALMENT__std__mean", "prev__inst__DAYS_INSTALMENT__std__std", "prev__inst__DAYS_ENTRY_PAYMENT__mean__mean", "prev__inst__DAYS_ENTRY_PAYMENT__mean__std", "prev__inst__DAYS_ENTRY_PAYMENT__std__mean", "prev__inst__DAYS_ENTRY_PAYMENT__std__std", "prev__inst__AMT_INSTALMENT__mean__mean", "prev__inst__AMT_INSTALMENT__mean__std", "prev__inst__AMT_INSTALMENT__std__mean", "prev__inst__AMT_INSTALMENT__std__std", "prev__inst__AMT_PAYMENT__mean__mean", "prev__inst__AMT_PAYMENT__mean__std", "prev__inst__AMT_PAYMENT__std__mean", "prev__inst__AMT_PAYMENT__std__std", "prev__inst__DPD_POS__mean__mean", "prev__inst__DPD_POS__mean__std", "prev__inst__DPD_POS__max__mean", "prev__inst__DPD_POS__max__std", "prev__inst__DPD_POS__std__mean", "prev__inst__DPD_POS__std__std", "prev__inst__SEVERE_LATE_30__mean__mean", "prev__inst__SEVERE_LATE_30__mean__std", "prev__inst__SEVERE_LATE_30__max__mean", "prev__inst__SEVERE_LATE_30__max__std", "prev__inst__SEVERE_LATE_30__std__mean", "prev__inst__SEVERE_LATE_30__std__std", "prev__inst__PAY_RATIO__mean__mean", "prev__inst__PAY_RATIO__mean__std", "prev__inst__PAY_RATIO__std__mean", "prev__inst__PAY_RATIO__std__std", "prev__inst__count_rows__mean", "prev__inst__count_rows__std", "prev__count_rows", "prev__nunique_SK_ID_PREV", "AGE_YEARS", "EMPLOYED_YEARS", "REGISTRATION_YEARS", "ID_PUBLISH_YEARS", "LAST_PHONE_CHANGE_YEARS", "DAYS_EMPLOYED__isna", "OWN_CAR_AGE__isna", "EXT_SOURCE_1__isna", "EXT_SOURCE_3__isna", "DAYS_LAST_PHONE_CHANGE__isna", "AMT_REQ_CREDIT_BUREAU_HOUR__isna", "AMT_REQ_CREDIT_BUREAU_WEEK__isna", "AMT_REQ_CREDIT_BUREAU_MON__isna", "AMT_REQ_CREDIT_BUREAU_QRT__isna", "AMT_REQ_CREDIT_BUREAU_YEAR__isna", "CREDIT_INCOME_RATIO", "ANNUITY_INCOME_RATIO", "ANNUITY_CREDIT_RATIO", "CREDIT_GOODS_RATIO", "OVER_INDEBTED_40", "LOG_INCOME", "LOG_CREDIT", "LOG_ANNUITY", "LOG_GOODS", "SOCIAL_DEFAULT_RATIO_30", "SOCIAL_DEFAULT_RATIO_60", "DOC_COUNT", "CONTACT_COUNT", "ADDRESS_MISMATCH_COUNT", "EXT_SOURCES_MEAN", "EXT_SOURCES_MIN", "EXT_SOURCES_MAX", "EXT_SOURCES_STD", "EXT_SOURCES_RANGE", "EXT_INT__EXT_SOURCE_1_x_EXT_SOURCE_2", "EXT_INT__EXT_SOURCE_1_x_EXT_SOURCE_3", "EXT_INT__EXT_SOURCE_2_x_EXT_SOURCE_3", "EXT_POW2__EXT_SOURCE_1", "EXT_POW2__EXT_SOURCE_2", "EXT_POW2__EXT_SOURCE_3" ]