credit-scoring / feature_list.json
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["SK_ID_CURR", "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", "DAYS_EMPLOYED_ANOM", "CREDIT_INCOME_PERCENT", "ANNUITY_INCOME_PERCENT", "CREDIT_TERM", "DAYS_EMPLOYED_PERCENT", "EXT_SOURCES_MEAN", "EXT_SOURCES_MIN", "EXT_SOURCES_MAX", "EXT_SOURCES_PROD", "BUREAU_DAYS_CREDIT_MIN", "BUREAU_DAYS_CREDIT_MAX", "BUREAU_DAYS_CREDIT_MEAN", "BUREAU_DAYS_CREDIT_ENDDATE_MIN", "BUREAU_DAYS_CREDIT_ENDDATE_MAX", "BUREAU_DAYS_CREDIT_ENDDATE_MEAN", "BUREAU_DAYS_ENDDATE_FACT_MIN", "BUREAU_DAYS_ENDDATE_FACT_MAX", "BUREAU_DAYS_ENDDATE_FACT_MEAN", "BUREAU_CREDIT_DAY_OVERDUE_MAX", "BUREAU_CREDIT_DAY_OVERDUE_MEAN", "BUREAU_AMT_CREDIT_MAX_OVERDUE_MAX", "BUREAU_AMT_CREDIT_MAX_OVERDUE_MEAN", "BUREAU_AMT_CREDIT_SUM_MAX", "BUREAU_AMT_CREDIT_SUM_MEAN", "BUREAU_AMT_CREDIT_SUM_SUM", "BUREAU_AMT_CREDIT_SUM_DEBT_MAX", "BUREAU_AMT_CREDIT_SUM_DEBT_MEAN", "BUREAU_AMT_CREDIT_SUM_DEBT_SUM", "BUREAU_AMT_CREDIT_SUM_LIMIT_MAX", "BUREAU_AMT_CREDIT_SUM_LIMIT_MEAN", "BUREAU_AMT_CREDIT_SUM_LIMIT_SUM", "BUREAU_AMT_CREDIT_SUM_OVERDUE_MAX", "BUREAU_AMT_CREDIT_SUM_OVERDUE_MEAN", "BUREAU_AMT_CREDIT_SUM_OVERDUE_SUM", "BUREAU_DAYS_CREDIT_UPDATE_MAX", "BUREAU_DAYS_CREDIT_UPDATE_MEAN", "BUREAU_AMT_ANNUITY_MAX", "BUREAU_AMT_ANNUITY_MEAN", "BUREAU_BB_MONTHS_BALANCE_MIN_MEAN", "BUREAU_BB_MONTHS_BALANCE_MAX_MEAN", "BUREAU_BB_MONTHS_BALANCE_SIZE_MEAN", "BUREAU_BB_STATUS_0_MEAN_MEAN", "BUREAU_BB_STATUS_0_SUM_MEAN", "BUREAU_BB_STATUS_1_MEAN_MEAN", "BUREAU_BB_STATUS_1_SUM_MEAN", "BUREAU_BB_STATUS_2_MEAN_MEAN", "BUREAU_BB_STATUS_2_SUM_MEAN", "BUREAU_BB_STATUS_3_MEAN_MEAN", "BUREAU_BB_STATUS_3_SUM_MEAN", "BUREAU_BB_STATUS_4_MEAN_MEAN", "BUREAU_BB_STATUS_4_SUM_MEAN", "BUREAU_BB_STATUS_5_MEAN_MEAN", "BUREAU_BB_STATUS_5_SUM_MEAN", "BUREAU_BB_STATUS_C_MEAN_MEAN", "BUREAU_BB_STATUS_C_SUM_MEAN", "BUREAU_BB_STATUS_X_MEAN_MEAN", "BUREAU_BB_STATUS_X_SUM_MEAN", "BUREAU_CREDITS_COUNT", "PREV_AMT_ANNUITY_MIN", "PREV_AMT_ANNUITY_MAX", "PREV_AMT_ANNUITY_MEAN", "PREV_AMT_APPLICATION_MIN", "PREV_AMT_APPLICATION_MAX", "PREV_AMT_APPLICATION_MEAN", "PREV_AMT_CREDIT_MIN", "PREV_AMT_CREDIT_MAX", "PREV_AMT_CREDIT_MEAN", "PREV_AMT_DOWN_PAYMENT_MIN", "PREV_AMT_DOWN_PAYMENT_MAX", "PREV_AMT_DOWN_PAYMENT_MEAN", "PREV_AMT_GOODS_PRICE_MIN", "PREV_AMT_GOODS_PRICE_MAX", "PREV_AMT_GOODS_PRICE_MEAN", "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_DAYS_DECISION_MIN", "PREV_DAYS_DECISION_MAX", "PREV_DAYS_DECISION_MEAN", "PREV_CNT_PAYMENT_MEAN", "PREV_CNT_PAYMENT_SUM", "PREV_NAME_CONTRACT_TYPE_Cashloans_MEAN", "PREV_NAME_CONTRACT_TYPE_Cashloans_SUM", "PREV_NAME_CONTRACT_TYPE_Consumerloans_MEAN", "PREV_NAME_CONTRACT_TYPE_Consumerloans_SUM", "PREV_NAME_CONTRACT_TYPE_Revolvingloans_MEAN", "PREV_NAME_CONTRACT_TYPE_Revolvingloans_SUM", "PREV_NAME_CONTRACT_TYPE_XNA_MEAN", "PREV_NAME_CONTRACT_TYPE_XNA_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_Unusedoffer_MEAN", "PREV_NAME_CONTRACT_STATUS_Unusedoffer_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_APP_COUNT", "POS_MONTHS_BALANCE_MIN", "POS_MONTHS_BALANCE_MAX", "POS_MONTHS_BALANCE_SIZE", "POS_CNT_INSTALMENT_MEAN", "POS_CNT_INSTALMENT_MAX", "POS_CNT_INSTALMENT_FUTURE_MEAN", "POS_CNT_INSTALMENT_FUTURE_MAX", "POS_SK_DPD_MAX", "POS_SK_DPD_MEAN", "POS_SK_DPD_DEF_MAX", "POS_SK_DPD_DEF_MEAN", "POS_NAME_CONTRACT_STATUS_Active_MEAN", "POS_NAME_CONTRACT_STATUS_Amortizeddebt_MEAN", "POS_NAME_CONTRACT_STATUS_Approved_MEAN", "POS_NAME_CONTRACT_STATUS_Canceled_MEAN", "POS_NAME_CONTRACT_STATUS_Completed_MEAN", "POS_NAME_CONTRACT_STATUS_Demand_MEAN", "POS_NAME_CONTRACT_STATUS_Returnedtothestore_MEAN", "POS_NAME_CONTRACT_STATUS_Signed_MEAN", "POS_NAME_CONTRACT_STATUS_XNA_MEAN", "INS_NUM_INSTALMENT_VERSION_NUNIQUE", "INS_NUM_INSTALMENT_NUMBER_MAX", "INS_NUM_INSTALMENT_NUMBER_MEAN", "INS_DAYS_INSTALMENT_MIN", "INS_DAYS_INSTALMENT_MAX", "INS_DAYS_INSTALMENT_MEAN", "INS_DAYS_ENTRY_PAYMENT_MIN", "INS_DAYS_ENTRY_PAYMENT_MAX", "INS_DAYS_ENTRY_PAYMENT_MEAN", "INS_AMT_INSTALMENT_MAX", "INS_AMT_INSTALMENT_MEAN", "INS_AMT_INSTALMENT_SUM", "INS_AMT_PAYMENT_MAX", "INS_AMT_PAYMENT_MEAN", "INS_AMT_PAYMENT_SUM", "INS_DPD_MAX", "INS_DPD_MEAN", "INS_DPD_SUM", "INS_UNDERPAY_MAX", "INS_UNDERPAY_MEAN", "INS_UNDERPAY_SUM", "INS_PAYMENT_COUNT", "CC_MONTHS_BALANCE_MIN", "CC_MONTHS_BALANCE_MAX", "CC_MONTHS_BALANCE_SIZE", "CC_AMT_BALANCE_MAX", "CC_AMT_BALANCE_MEAN", "CC_AMT_BALANCE_SUM", "CC_AMT_CREDIT_LIMIT_ACTUAL_MAX", "CC_AMT_CREDIT_LIMIT_ACTUAL_MEAN", "CC_AMT_DRAWINGS_ATM_CURRENT_MAX", "CC_AMT_DRAWINGS_ATM_CURRENT_MEAN", "CC_AMT_DRAWINGS_ATM_CURRENT_SUM", "CC_AMT_DRAWINGS_CURRENT_MAX", "CC_AMT_DRAWINGS_CURRENT_MEAN", "CC_AMT_DRAWINGS_CURRENT_SUM", "CC_AMT_DRAWINGS_OTHER_CURRENT_MAX", "CC_AMT_DRAWINGS_OTHER_CURRENT_MEAN", "CC_AMT_DRAWINGS_OTHER_CURRENT_SUM", "CC_AMT_DRAWINGS_POS_CURRENT_MAX", "CC_AMT_DRAWINGS_POS_CURRENT_MEAN", "CC_AMT_DRAWINGS_POS_CURRENT_SUM", "CC_AMT_INST_MIN_REGULARITY_MAX", "CC_AMT_INST_MIN_REGULARITY_MEAN", "CC_AMT_PAYMENT_CURRENT_MAX", "CC_AMT_PAYMENT_CURRENT_MEAN", "CC_AMT_PAYMENT_CURRENT_SUM", "CC_AMT_TOTAL_RECEIVABLE_MAX", "CC_AMT_TOTAL_RECEIVABLE_MEAN", "CC_CNT_DRAWINGS_ATM_CURRENT_MAX", "CC_CNT_DRAWINGS_ATM_CURRENT_MEAN", "CC_CNT_DRAWINGS_CURRENT_MAX", "CC_CNT_DRAWINGS_CURRENT_MEAN", "CC_UTILIZATION_MAX", "CC_UTILIZATION_MEAN", "CC_SK_DPD_MAX", "CC_SK_DPD_MEAN", "CC_SK_DPD_DEF_MAX", "CC_SK_DPD_DEF_MEAN", "NAME_CONTRACT_TYPE_Cashloans", "NAME_CONTRACT_TYPE_Revolvingloans", "CODE_GENDER_F", "CODE_GENDER_M", "CODE_GENDER_XNA", "FLAG_OWN_CAR_N", "FLAG_OWN_CAR_Y", "FLAG_OWN_REALTY_N", "FLAG_OWN_REALTY_Y", "NAME_TYPE_SUITE_Children", "NAME_TYPE_SUITE_Family", "NAME_TYPE_SUITE_Groupofpeople", "NAME_TYPE_SUITE_Other_A", "NAME_TYPE_SUITE_Other_B", "NAME_TYPE_SUITE_Spousepartner", "NAME_TYPE_SUITE_Unaccompanied", "NAME_INCOME_TYPE_Businessman", "NAME_INCOME_TYPE_Commercialassociate", "NAME_INCOME_TYPE_Maternityleave", "NAME_INCOME_TYPE_Pensioner", "NAME_INCOME_TYPE_Stateservant", "NAME_INCOME_TYPE_Student", "NAME_INCOME_TYPE_Unemployed", "NAME_INCOME_TYPE_Working", "NAME_EDUCATION_TYPE_Academicdegree", "NAME_EDUCATION_TYPE_Highereducation", "NAME_EDUCATION_TYPE_Incompletehigher", "NAME_EDUCATION_TYPE_Lowersecondary", "NAME_EDUCATION_TYPE_Secondarysecondaryspecial", "NAME_FAMILY_STATUS_Civilmarriage", "NAME_FAMILY_STATUS_Married", "NAME_FAMILY_STATUS_Separated", "NAME_FAMILY_STATUS_Singlenotmarried", "NAME_FAMILY_STATUS_Unknown", "NAME_FAMILY_STATUS_Widow", "NAME_HOUSING_TYPE_Coopapartment", "NAME_HOUSING_TYPE_Houseapartment", "NAME_HOUSING_TYPE_Municipalapartment", "NAME_HOUSING_TYPE_Officeapartment", "NAME_HOUSING_TYPE_Rentedapartment", "NAME_HOUSING_TYPE_Withparents", "OCCUPATION_TYPE_Accountants", "OCCUPATION_TYPE_Cleaningstaff", "OCCUPATION_TYPE_Cookingstaff", "OCCUPATION_TYPE_Corestaff", "OCCUPATION_TYPE_Drivers", "OCCUPATION_TYPE_HRstaff", "OCCUPATION_TYPE_Highskilltechstaff", "OCCUPATION_TYPE_ITstaff", "OCCUPATION_TYPE_Laborers", "OCCUPATION_TYPE_LowskillLaborers", "OCCUPATION_TYPE_Managers", "OCCUPATION_TYPE_Medicinestaff", "OCCUPATION_TYPE_Privateservicestaff", "OCCUPATION_TYPE_Realtyagents", "OCCUPATION_TYPE_Salesstaff", "OCCUPATION_TYPE_Secretaries", "OCCUPATION_TYPE_Securitystaff", "OCCUPATION_TYPE_Waitersbarmenstaff", "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_BusinessEntityType1", "ORGANIZATION_TYPE_BusinessEntityType2", "ORGANIZATION_TYPE_BusinessEntityType3", "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_Industrytype1", "ORGANIZATION_TYPE_Industrytype10", "ORGANIZATION_TYPE_Industrytype11", "ORGANIZATION_TYPE_Industrytype12", "ORGANIZATION_TYPE_Industrytype13", "ORGANIZATION_TYPE_Industrytype2", "ORGANIZATION_TYPE_Industrytype3", "ORGANIZATION_TYPE_Industrytype4", "ORGANIZATION_TYPE_Industrytype5", "ORGANIZATION_TYPE_Industrytype6", "ORGANIZATION_TYPE_Industrytype7", "ORGANIZATION_TYPE_Industrytype8", "ORGANIZATION_TYPE_Industrytype9", "ORGANIZATION_TYPE_Insurance", "ORGANIZATION_TYPE_Kindergarten", "ORGANIZATION_TYPE_LegalServices", "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_SecurityMinistries", "ORGANIZATION_TYPE_Selfemployed", "ORGANIZATION_TYPE_Services", "ORGANIZATION_TYPE_Telecom", "ORGANIZATION_TYPE_Tradetype1", "ORGANIZATION_TYPE_Tradetype2", "ORGANIZATION_TYPE_Tradetype3", "ORGANIZATION_TYPE_Tradetype4", "ORGANIZATION_TYPE_Tradetype5", "ORGANIZATION_TYPE_Tradetype6", "ORGANIZATION_TYPE_Tradetype7", "ORGANIZATION_TYPE_Transporttype1", "ORGANIZATION_TYPE_Transporttype2", "ORGANIZATION_TYPE_Transporttype3", "ORGANIZATION_TYPE_Transporttype4", "ORGANIZATION_TYPE_University", "ORGANIZATION_TYPE_XNA", "FONDKAPREMONT_MODE_notspecified", "FONDKAPREMONT_MODE_orgspecaccount", "FONDKAPREMONT_MODE_regoperaccount", "FONDKAPREMONT_MODE_regoperspecaccount", "HOUSETYPE_MODE_blockofflats", "HOUSETYPE_MODE_specifichousing", "HOUSETYPE_MODE_terracedhouse", "WALLSMATERIAL_MODE_Block", "WALLSMATERIAL_MODE_Mixed", "WALLSMATERIAL_MODE_Monolithic", "WALLSMATERIAL_MODE_Others", "WALLSMATERIAL_MODE_Panel", "WALLSMATERIAL_MODE_Stonebrick", "WALLSMATERIAL_MODE_Wooden", "EMERGENCYSTATE_MODE_No", "EMERGENCYSTATE_MODE_Yes"]