models/feature_cols.json

["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_MOBIL", "FLAG_EMP_PHONE", "FLAG_WORK_PHONE", "FLAG_CONT_MOBILE", "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", "ORGANIZATION_TYPE", "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", "FONDKAPREMONT_MODE", "HOUSETYPE_MODE", "TOTALAREA_MODE", "WALLSMATERIAL_MODE", "EMERGENCYSTATE_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", "CREDIT_INCOME_RATIO", "ANNUITY_INCOME_RATIO", "CREDIT_TERM", "GOODS_CREDIT_RATIO", "AGE_YEARS", "EMPLOYMENT_YEARS", "EMPLOYED_RATIO", "CREDIT_TO_AGE", "INCOME_PER_PERSON", "CHILDREN_RATIO", "EXT_SOURCE_MEAN", "EXT_SOURCE_MIN", "EXT_SOURCE_PROD", "EXT_SOURCE_STD", "EXT1_EXT2_INTERACTION", "EXT2_EXT3_INTERACTION", "EXT_CREDIT_RATIO", "DOCUMENT_COUNT", "TOTAL_ENQUIRIES", "RECENT_ENQUIRY_RATIO", "HAS_CAR_REALTY", "DAYS_REGISTRATION_RATIO", "BUREAU_DAYS_CREDIT_MEAN", "BUREAU_DAYS_CREDIT_MIN", "BUREAU_DAYS_CREDIT_MAX", "BUREAU_DAYS_CREDIT_STD", "BUREAU_CREDIT_DAY_OVERDUE_MEAN", "BUREAU_CREDIT_DAY_OVERDUE_MAX", "BUREAU_CREDIT_DAY_OVERDUE_SUM", "BUREAU_DAYS_CREDIT_ENDDATE_MEAN", "BUREAU_DAYS_CREDIT_ENDDATE_MIN", "BUREAU_DAYS_CREDIT_ENDDATE_MAX", "BUREAU_AMT_CREDIT_SUM_MEAN", "BUREAU_AMT_CREDIT_SUM_MAX", "BUREAU_AMT_CREDIT_SUM_SUM", "BUREAU_AMT_CREDIT_SUM_DEBT_MEAN", "BUREAU_AMT_CREDIT_SUM_DEBT_MAX", "BUREAU_AMT_CREDIT_SUM_DEBT_SUM", "BUREAU_AMT_CREDIT_SUM_OVERDUE_MEAN", "BUREAU_AMT_CREDIT_SUM_OVERDUE_MAX", "BUREAU_AMT_CREDIT_SUM_OVERDUE_SUM", "BUREAU_DEBT_CREDIT_RATIO_MEAN", "BUREAU_DEBT_CREDIT_RATIO_MAX", "BUREAU_CREDIT_UTIL_RATE_MEAN", "BUREAU_CREDIT_UTIL_RATE_MAX", "BUREAU_CREDIT_ACTIVE_BINARY_MEAN", "BUREAU_CREDIT_ACTIVE_BINARY_SUM", "BUREAU_STATUS_WORST_MEAN", "BUREAU_STATUS_WORST_MAX", "BUREAU_STATUS_MEAN_MEAN", "BUREAU_MONTHS_COUNT_MEAN", "BUREAU_MONTHS_COUNT_SUM", "BUREAU_CNT_CREDIT_PROLONG_SUM", "BUREAU_CNT_CREDIT_PROLONG_MEAN", "BUREAU_COUNT", "BUREAU_ACTIVE_COUNT", "PREV_COUNT", "PREV_APPROVED_RATE", "PREV_REFUSED_RATE", "PREV_APP_CREDIT_RATIO_MEAN", "PREV_ANNUITY_MEAN", "PREV_CREDIT_MEAN", "PREV_DAYS_DECISION_MEAN", "PREV_DAYS_DECISION_MIN", "PREV_GOODS_PRICE_MEAN", "INST_PAYMENT_DIFF_MEAN", "INST_PAYMENT_DIFF_MAX", "INST_DAYS_ENTRY_DIFF_MEAN", "INST_LATE_PAYMENT_RATE", "INST_SHORT_PAYMENT_RATE", "INST_COUNT", "POS_MONTHS_COUNT", "POS_SK_DPD_MEAN", "POS_SK_DPD_MAX", "POS_DPD_RATE", "POS_CNT_INSTALMENT_MEAN", "CC_UTIL_RATE_MEAN", "CC_UTIL_RATE_MAX", "CC_DRAWING_RATE_MEAN", "CC_AMT_BALANCE_MEAN", "CC_COUNT", "CC_DPD_MEAN", "NLP_EMB_0", "NLP_EMB_1", "NLP_EMB_2", "NLP_EMB_3", "NLP_EMB_4", "NLP_EMB_5", "NLP_EMB_6", "NLP_EMB_7", "NLP_EMB_8", "NLP_EMB_9", "NLP_EMB_10", "NLP_EMB_11", "NLP_EMB_12", "NLP_EMB_13", "NLP_EMB_14", "NLP_EMB_15", "NLP_EMB_16", "NLP_EMB_17", "NLP_EMB_18", "NLP_EMB_19", "NLP_EMB_20", "NLP_EMB_21", "NLP_EMB_22", "NLP_EMB_23", "NLP_EMB_24", "NLP_EMB_25", "NLP_EMB_26", "NLP_EMB_27", "NLP_EMB_28", "NLP_EMB_29", "NLP_EMB_30", "NLP_EMB_31"]