[ "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", "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", "DAYS_EMPLOYED_PERC", "INCOME_CREDIT_PERC", "INCOME_PER_PERSON", "ANNUITY_INCOME_PERC", "PAYMENT_RATE", "BURO_DAYS_CREDIT_MIN", "BURO_DAYS_CREDIT_MAX", "BURO_DAYS_CREDIT_MEAN", "BURO_DAYS_CREDIT_VAR", "BURO_DAYS_CREDIT_ENDDATE_MIN", "BURO_DAYS_CREDIT_ENDDATE_MAX", "BURO_DAYS_CREDIT_ENDDATE_MEAN", "BURO_DAYS_CREDIT_UPDATE_MEAN", "BURO_CREDIT_DAY_OVERDUE_MAX", "BURO_CREDIT_DAY_OVERDUE_MEAN", "BURO_AMT_CREDIT_MAX_OVERDUE_MEAN", "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_LIMIT_MEAN", "BURO_AMT_CREDIT_SUM_LIMIT_SUM", "BURO_AMT_ANNUITY_MAX", "BURO_AMT_ANNUITY_MEAN", "BURO_CNT_CREDIT_PROLONG_SUM", "BURO_MONTHS_BALANCE_MIN_MIN", "BURO_MONTHS_BALANCE_MAX_MAX", "BURO_MONTHS_BALANCE_SIZE_MEAN", "BURO_MONTHS_BALANCE_SIZE_SUM", "BURO_CREDIT_ACTIVE_Active_MEAN", "BURO_CREDIT_ACTIVE_Bad debt_MEAN", "BURO_CREDIT_ACTIVE_Closed_MEAN", "BURO_CREDIT_ACTIVE_Sold_MEAN", "BURO_CREDIT_ACTIVE_nan_MEAN", "BURO_CREDIT_CURRENCY_currency 1_MEAN", "BURO_CREDIT_CURRENCY_currency 2_MEAN", "BURO_CREDIT_CURRENCY_currency 3_MEAN", "BURO_CREDIT_CURRENCY_currency 4_MEAN", "BURO_CREDIT_CURRENCY_nan_MEAN", "BURO_CREDIT_TYPE_Another type of loan_MEAN", "BURO_CREDIT_TYPE_Car loan_MEAN", "BURO_CREDIT_TYPE_Cash loan (non-earmarked)_MEAN", "BURO_CREDIT_TYPE_Consumer credit_MEAN", "BURO_CREDIT_TYPE_Credit card_MEAN", "BURO_CREDIT_TYPE_Interbank credit_MEAN", "BURO_CREDIT_TYPE_Loan for business development_MEAN", "BURO_CREDIT_TYPE_Loan for purchase of shares (margin lending)_MEAN", "BURO_CREDIT_TYPE_Loan for the purchase of equipment_MEAN", "BURO_CREDIT_TYPE_Loan for working capital replenishment_MEAN", "BURO_CREDIT_TYPE_Microloan_MEAN", "BURO_CREDIT_TYPE_Mobile operator loan_MEAN", "BURO_CREDIT_TYPE_Mortgage_MEAN", "BURO_CREDIT_TYPE_Real estate loan_MEAN", "BURO_CREDIT_TYPE_Unknown type of loan_MEAN", "BURO_CREDIT_TYPE_nan_MEAN", "BURO_STATUS_0_MEAN_MEAN", "BURO_STATUS_1_MEAN_MEAN", "BURO_STATUS_2_MEAN_MEAN", "BURO_STATUS_3_MEAN_MEAN", "BURO_STATUS_4_MEAN_MEAN", "BURO_STATUS_5_MEAN_MEAN", "BURO_STATUS_C_MEAN_MEAN", "BURO_STATUS_X_MEAN_MEAN", "BURO_STATUS_nan_MEAN_MEAN", "ACTIVE_DAYS_CREDIT_MIN", "ACTIVE_DAYS_CREDIT_MAX", "ACTIVE_DAYS_CREDIT_MEAN", "ACTIVE_DAYS_CREDIT_VAR", "ACTIVE_DAYS_CREDIT_ENDDATE_MIN", "ACTIVE_DAYS_CREDIT_ENDDATE_MAX", "ACTIVE_DAYS_CREDIT_ENDDATE_MEAN", "ACTIVE_DAYS_CREDIT_UPDATE_MEAN", "ACTIVE_CREDIT_DAY_OVERDUE_MAX", "ACTIVE_CREDIT_DAY_OVERDUE_MEAN", "ACTIVE_AMT_CREDIT_MAX_OVERDUE_MEAN", "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_LIMIT_MEAN", "ACTIVE_AMT_CREDIT_SUM_LIMIT_SUM", "ACTIVE_AMT_ANNUITY_MAX", "ACTIVE_AMT_ANNUITY_MEAN", "ACTIVE_CNT_CREDIT_PROLONG_SUM", "ACTIVE_MONTHS_BALANCE_MIN_MIN", "ACTIVE_MONTHS_BALANCE_MAX_MAX", "ACTIVE_MONTHS_BALANCE_SIZE_MEAN", "ACTIVE_MONTHS_BALANCE_SIZE_SUM", "CLOSED_DAYS_CREDIT_MIN", "CLOSED_DAYS_CREDIT_MAX", "CLOSED_DAYS_CREDIT_MEAN", "CLOSED_DAYS_CREDIT_VAR", "CLOSED_DAYS_CREDIT_ENDDATE_MIN", "CLOSED_DAYS_CREDIT_ENDDATE_MAX", "CLOSED_DAYS_CREDIT_ENDDATE_MEAN", "CLOSED_DAYS_CREDIT_UPDATE_MEAN", "CLOSED_CREDIT_DAY_OVERDUE_MAX", "CLOSED_CREDIT_DAY_OVERDUE_MEAN", "CLOSED_AMT_CREDIT_MAX_OVERDUE_MEAN", "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_LIMIT_MEAN", "CLOSED_AMT_CREDIT_SUM_LIMIT_SUM", "CLOSED_AMT_ANNUITY_MAX", "CLOSED_AMT_ANNUITY_MEAN", "CLOSED_CNT_CREDIT_PROLONG_SUM", "CLOSED_MONTHS_BALANCE_MIN_MIN", "CLOSED_MONTHS_BALANCE_MAX_MAX", "CLOSED_MONTHS_BALANCE_SIZE_MEAN", "CLOSED_MONTHS_BALANCE_SIZE_SUM", "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_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_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_Cash loans_MEAN", "PREV_NAME_CONTRACT_TYPE_Consumer loans_MEAN", "PREV_NAME_CONTRACT_TYPE_Revolving loans_MEAN", "PREV_NAME_CONTRACT_TYPE_XNA_MEAN", "PREV_NAME_CONTRACT_TYPE_nan_MEAN", "PREV_WEEKDAY_APPR_PROCESS_START_FRIDAY_MEAN", "PREV_WEEKDAY_APPR_PROCESS_START_MONDAY_MEAN", "PREV_WEEKDAY_APPR_PROCESS_START_SATURDAY_MEAN", "PREV_WEEKDAY_APPR_PROCESS_START_SUNDAY_MEAN", "PREV_WEEKDAY_APPR_PROCESS_START_THURSDAY_MEAN", "PREV_WEEKDAY_APPR_PROCESS_START_TUESDAY_MEAN", "PREV_WEEKDAY_APPR_PROCESS_START_WEDNESDAY_MEAN", "PREV_WEEKDAY_APPR_PROCESS_START_nan_MEAN", "PREV_FLAG_LAST_APPL_PER_CONTRACT_N_MEAN", "PREV_FLAG_LAST_APPL_PER_CONTRACT_Y_MEAN", "PREV_FLAG_LAST_APPL_PER_CONTRACT_nan_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Building a house or an annex_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Business development_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Buying a garage_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Buying a holiday home / land_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Buying a home_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Buying a new car_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Buying a used car_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Car repairs_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Education_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Everyday expenses_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Furniture_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Gasification / water supply_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Hobby_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Journey_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Medicine_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Money for a third person_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Other_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Payments on other loans_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Purchase of electronic equipment_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Refusal to name the goal_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Repairs_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Urgent needs_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_Wedding / gift / holiday_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_XAP_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_XNA_MEAN", "PREV_NAME_CASH_LOAN_PURPOSE_nan_MEAN", "PREV_NAME_CONTRACT_STATUS_Approved_MEAN", "PREV_NAME_CONTRACT_STATUS_Canceled_MEAN", "PREV_NAME_CONTRACT_STATUS_Refused_MEAN", "PREV_NAME_CONTRACT_STATUS_Unused offer_MEAN", "PREV_NAME_CONTRACT_STATUS_nan_MEAN", "PREV_NAME_PAYMENT_TYPE_Cash through the bank_MEAN", "PREV_NAME_PAYMENT_TYPE_Cashless from the account of the employer_MEAN", "PREV_NAME_PAYMENT_TYPE_Non-cash from your account_MEAN", "PREV_NAME_PAYMENT_TYPE_XNA_MEAN", "PREV_NAME_PAYMENT_TYPE_nan_MEAN", "PREV_CODE_REJECT_REASON_CLIENT_MEAN", "PREV_CODE_REJECT_REASON_HC_MEAN", "PREV_CODE_REJECT_REASON_LIMIT_MEAN", "PREV_CODE_REJECT_REASON_SCO_MEAN", "PREV_CODE_REJECT_REASON_SCOFR_MEAN", "PREV_CODE_REJECT_REASON_SYSTEM_MEAN", "PREV_CODE_REJECT_REASON_VERIF_MEAN", "PREV_CODE_REJECT_REASON_XAP_MEAN", "PREV_CODE_REJECT_REASON_XNA_MEAN", "PREV_CODE_REJECT_REASON_nan_MEAN", "PREV_NAME_TYPE_SUITE_Children_MEAN", "PREV_NAME_TYPE_SUITE_Family_MEAN", "PREV_NAME_TYPE_SUITE_Group of people_MEAN", "PREV_NAME_TYPE_SUITE_Other_A_MEAN", "PREV_NAME_TYPE_SUITE_Other_B_MEAN", "PREV_NAME_TYPE_SUITE_Spouse, partner_MEAN", "PREV_NAME_TYPE_SUITE_Unaccompanied_MEAN", "PREV_NAME_TYPE_SUITE_nan_MEAN", "PREV_NAME_CLIENT_TYPE_New_MEAN", "PREV_NAME_CLIENT_TYPE_Refreshed_MEAN", "PREV_NAME_CLIENT_TYPE_Repeater_MEAN", "PREV_NAME_CLIENT_TYPE_XNA_MEAN", "PREV_NAME_CLIENT_TYPE_nan_MEAN", "PREV_NAME_GOODS_CATEGORY_Additional Service_MEAN", "PREV_NAME_GOODS_CATEGORY_Animals_MEAN", "PREV_NAME_GOODS_CATEGORY_Audio/Video_MEAN", "PREV_NAME_GOODS_CATEGORY_Auto Accessories_MEAN", "PREV_NAME_GOODS_CATEGORY_Clothing and Accessories_MEAN", "PREV_NAME_GOODS_CATEGORY_Computers_MEAN", "PREV_NAME_GOODS_CATEGORY_Construction Materials_MEAN", "PREV_NAME_GOODS_CATEGORY_Consumer Electronics_MEAN", "PREV_NAME_GOODS_CATEGORY_Direct Sales_MEAN", "PREV_NAME_GOODS_CATEGORY_Education_MEAN", "PREV_NAME_GOODS_CATEGORY_Fitness_MEAN", "PREV_NAME_GOODS_CATEGORY_Furniture_MEAN", "PREV_NAME_GOODS_CATEGORY_Gardening_MEAN", "PREV_NAME_GOODS_CATEGORY_Homewares_MEAN", "PREV_NAME_GOODS_CATEGORY_House Construction_MEAN", "PREV_NAME_GOODS_CATEGORY_Insurance_MEAN", "PREV_NAME_GOODS_CATEGORY_Jewelry_MEAN", "PREV_NAME_GOODS_CATEGORY_Medical Supplies_MEAN", "PREV_NAME_GOODS_CATEGORY_Medicine_MEAN", "PREV_NAME_GOODS_CATEGORY_Mobile_MEAN", "PREV_NAME_GOODS_CATEGORY_Office Appliances_MEAN", "PREV_NAME_GOODS_CATEGORY_Other_MEAN", "PREV_NAME_GOODS_CATEGORY_Photo / Cinema Equipment_MEAN", "PREV_NAME_GOODS_CATEGORY_Sport and Leisure_MEAN", "PREV_NAME_GOODS_CATEGORY_Tourism_MEAN", "PREV_NAME_GOODS_CATEGORY_Vehicles_MEAN", "PREV_NAME_GOODS_CATEGORY_Weapon_MEAN", "PREV_NAME_GOODS_CATEGORY_XNA_MEAN", "PREV_NAME_GOODS_CATEGORY_nan_MEAN", "PREV_NAME_PORTFOLIO_Cards_MEAN", "PREV_NAME_PORTFOLIO_Cars_MEAN", "PREV_NAME_PORTFOLIO_Cash_MEAN", "PREV_NAME_PORTFOLIO_POS_MEAN", "PREV_NAME_PORTFOLIO_XNA_MEAN", "PREV_NAME_PORTFOLIO_nan_MEAN", "PREV_NAME_PRODUCT_TYPE_XNA_MEAN", "PREV_NAME_PRODUCT_TYPE_walk-in_MEAN", "PREV_NAME_PRODUCT_TYPE_x-sell_MEAN", "PREV_NAME_PRODUCT_TYPE_nan_MEAN", "PREV_CHANNEL_TYPE_AP+ (Cash loan)_MEAN", "PREV_CHANNEL_TYPE_Car dealer_MEAN", "PREV_CHANNEL_TYPE_Channel of corporate sales_MEAN", "PREV_CHANNEL_TYPE_Contact center_MEAN", "PREV_CHANNEL_TYPE_Country-wide_MEAN", "PREV_CHANNEL_TYPE_Credit and cash offices_MEAN", "PREV_CHANNEL_TYPE_Regional / Local_MEAN", "PREV_CHANNEL_TYPE_Stone_MEAN", "PREV_CHANNEL_TYPE_nan_MEAN", "PREV_NAME_SELLER_INDUSTRY_Auto technology_MEAN", "PREV_NAME_SELLER_INDUSTRY_Clothing_MEAN", "PREV_NAME_SELLER_INDUSTRY_Connectivity_MEAN", "PREV_NAME_SELLER_INDUSTRY_Construction_MEAN", "PREV_NAME_SELLER_INDUSTRY_Consumer electronics_MEAN", "PREV_NAME_SELLER_INDUSTRY_Furniture_MEAN", "PREV_NAME_SELLER_INDUSTRY_Industry_MEAN", "PREV_NAME_SELLER_INDUSTRY_Jewelry_MEAN", "PREV_NAME_SELLER_INDUSTRY_MLM partners_MEAN", "PREV_NAME_SELLER_INDUSTRY_Tourism_MEAN", "PREV_NAME_SELLER_INDUSTRY_XNA_MEAN", "PREV_NAME_SELLER_INDUSTRY_nan_MEAN", "PREV_NAME_YIELD_GROUP_XNA_MEAN", "PREV_NAME_YIELD_GROUP_high_MEAN", "PREV_NAME_YIELD_GROUP_low_action_MEAN", "PREV_NAME_YIELD_GROUP_low_normal_MEAN", "PREV_NAME_YIELD_GROUP_middle_MEAN", "PREV_NAME_YIELD_GROUP_nan_MEAN", "PREV_PRODUCT_COMBINATION_Card Street_MEAN", "PREV_PRODUCT_COMBINATION_Card X-Sell_MEAN", "PREV_PRODUCT_COMBINATION_Cash_MEAN", "PREV_PRODUCT_COMBINATION_Cash Street: high_MEAN", "PREV_PRODUCT_COMBINATION_Cash Street: low_MEAN", "PREV_PRODUCT_COMBINATION_Cash Street: middle_MEAN", "PREV_PRODUCT_COMBINATION_Cash X-Sell: high_MEAN", "PREV_PRODUCT_COMBINATION_Cash X-Sell: low_MEAN", "PREV_PRODUCT_COMBINATION_Cash X-Sell: middle_MEAN", "PREV_PRODUCT_COMBINATION_POS household with interest_MEAN", "PREV_PRODUCT_COMBINATION_POS household without interest_MEAN", "PREV_PRODUCT_COMBINATION_POS industry with interest_MEAN", "PREV_PRODUCT_COMBINATION_POS industry without interest_MEAN", "PREV_PRODUCT_COMBINATION_POS mobile with interest_MEAN", "PREV_PRODUCT_COMBINATION_POS mobile without interest_MEAN", "PREV_PRODUCT_COMBINATION_POS other with interest_MEAN", "PREV_PRODUCT_COMBINATION_POS others without interest_MEAN", "PREV_PRODUCT_COMBINATION_nan_MEAN", "APPROVED_AMT_ANNUITY_MIN", "APPROVED_AMT_ANNUITY_MAX", "APPROVED_AMT_ANNUITY_MEAN", "APPROVED_AMT_APPLICATION_MIN", "APPROVED_AMT_APPLICATION_MAX", "APPROVED_AMT_APPLICATION_MEAN", "APPROVED_AMT_CREDIT_MIN", "APPROVED_AMT_CREDIT_MAX", "APPROVED_AMT_CREDIT_MEAN", "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_GOODS_PRICE_MIN", "APPROVED_AMT_GOODS_PRICE_MAX", "APPROVED_AMT_GOODS_PRICE_MEAN", "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_DAYS_DECISION_MIN", "APPROVED_DAYS_DECISION_MAX", "APPROVED_DAYS_DECISION_MEAN", "APPROVED_CNT_PAYMENT_MEAN", "APPROVED_CNT_PAYMENT_SUM", "REFUSED_AMT_ANNUITY_MIN", "REFUSED_AMT_ANNUITY_MAX", "REFUSED_AMT_ANNUITY_MEAN", "REFUSED_AMT_APPLICATION_MIN", "REFUSED_AMT_APPLICATION_MAX", "REFUSED_AMT_APPLICATION_MEAN", "REFUSED_AMT_CREDIT_MIN", "REFUSED_AMT_CREDIT_MAX", "REFUSED_AMT_CREDIT_MEAN", "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_GOODS_PRICE_MIN", "REFUSED_AMT_GOODS_PRICE_MAX", "REFUSED_AMT_GOODS_PRICE_MEAN", "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_DAYS_DECISION_MIN", "REFUSED_DAYS_DECISION_MAX", "REFUSED_DAYS_DECISION_MEAN", "REFUSED_CNT_PAYMENT_MEAN", "REFUSED_CNT_PAYMENT_SUM", "POS_MONTHS_BALANCE_MAX", "POS_MONTHS_BALANCE_MEAN", "POS_MONTHS_BALANCE_SIZE", "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_Amortized debt_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_Returned to the store_MEAN", "POS_NAME_CONTRACT_STATUS_Signed_MEAN", "POS_NAME_CONTRACT_STATUS_XNA_MEAN", "POS_NAME_CONTRACT_STATUS_nan_MEAN", "POS_COUNT", "INSTAL_NUM_INSTALMENT_VERSION_NUNIQUE", "INSTAL_DPD_MAX", "INSTAL_DPD_MEAN", "INSTAL_DPD_SUM", "INSTAL_DBD_MAX", "INSTAL_DBD_MEAN", "INSTAL_DBD_SUM", "INSTAL_PAYMENT_PERC_MAX", "INSTAL_PAYMENT_PERC_MEAN", "INSTAL_PAYMENT_PERC_SUM", "INSTAL_PAYMENT_PERC_VAR", "INSTAL_PAYMENT_DIFF_MAX", "INSTAL_PAYMENT_DIFF_MEAN", "INSTAL_PAYMENT_DIFF_SUM", "INSTAL_PAYMENT_DIFF_VAR", "INSTAL_AMT_INSTALMENT_MAX", "INSTAL_AMT_INSTALMENT_MEAN", "INSTAL_AMT_INSTALMENT_SUM", "INSTAL_AMT_PAYMENT_MIN", "INSTAL_AMT_PAYMENT_MAX", "INSTAL_AMT_PAYMENT_MEAN", "INSTAL_AMT_PAYMENT_SUM", "INSTAL_DAYS_ENTRY_PAYMENT_MAX", "INSTAL_DAYS_ENTRY_PAYMENT_MEAN", "INSTAL_DAYS_ENTRY_PAYMENT_SUM", "INSTAL_COUNT", "CC_SK_ID_CURR_MIN", "CC_SK_ID_CURR_MAX", "CC_SK_ID_CURR_MEAN", "CC_SK_ID_CURR_SUM", "CC_SK_ID_CURR_VAR", "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_NAME_CONTRACT_STATUS_Active_MEAN", "CC_NAME_CONTRACT_STATUS_Approved_MEAN", "CC_NAME_CONTRACT_STATUS_Completed_MEAN", "CC_NAME_CONTRACT_STATUS_Demand_MEAN", "CC_NAME_CONTRACT_STATUS_Refused_MEAN", "CC_NAME_CONTRACT_STATUS_Sent proposal_MEAN", "CC_NAME_CONTRACT_STATUS_Signed_MEAN", "CC_NAME_CONTRACT_STATUS_nan_MEAN", "CC_COUNT" ]