[2020/09/17-15:54:02.802] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.prediction]  - ******************************************
[2020/09/17-15:54:02.803] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.prediction]  - ** Start train session s1
[2020/09/17-15:54:02.803] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.prediction]  - ******************************************
[2020/09/17-15:54:02.813] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.data] T-MbtGxk2T - [ct: 23] Need to compute sampleId before checking memory cache
[2020/09/17-15:54:02.813] [FT-TrainWorkThread-pTDZ0A63-122050] [DEBUG] [dip.shaker.runner] T-MbtGxk2T - [ct: 23] Script settings sampleMax=104857600 processedMax=-1
[2020/09/17-15:54:02.813] [FT-TrainWorkThread-pTDZ0A63-122050] [DEBUG] [dip.shaker.runner] T-MbtGxk2T - [ct: 23] Processing with sampleMax=104857600 processedMax=524288000
[2020/09/17-15:54:02.814] [FT-TrainWorkThread-pTDZ0A63-122050] [DEBUG] [dip.shaker.runner] T-MbtGxk2T - [ct: 24] Computed required sample id : 548dae92f45047aa9dbe566126cd918c-NA-b9689059e8435a4efb7ef594c85e26650--d751713988987e9331980363e24189ce
[2020/09/17-15:54:02.814] [FT-TrainWorkThread-pTDZ0A63-122050] [DEBUG] [dku.shaker.cache] T-MbtGxk2T - Shaker MemoryCache get on dataset CREDITCARDFRAUDSTART3.transactions_known key=ds=9fd59102cf72edf317373c7eba183593--scr=1ef6339241330ea8d518ac6295a7f69e--samp=548dae92f45047aa9dbe566126cd918c-NA-b9689059e8435a4efb7ef594c85e26650--d751713988987e9331980363e24189ce: hit
[2020/09/17-15:54:02.814] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 24] Column transaction_id meaning=LongMeaning fail=0
[2020/09/17-15:54:02.815] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 25] Column authorized_flag meaning=LongMeaning fail=0
[2020/09/17-15:54:02.815] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 25] Column purchase_date meaning=DateSource fail=0
[2020/09/17-15:54:02.815] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 25] Column purchase_date_parsed meaning=Date fail=0
[2020/09/17-15:54:02.815] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 25] Column purchase_year meaning=LongMeaning fail=0
[2020/09/17-15:54:02.815] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 25] Column purchase_month meaning=LongMeaning fail=0
[2020/09/17-15:54:02.816] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 26] Column purchase_day meaning=LongMeaning fail=0
[2020/09/17-15:54:02.816] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 26] Column purchase_dow meaning=LongMeaning fail=0
[2020/09/17-15:54:02.816] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 26] Column purchase_weekend meaning=LongMeaning fail=0
[2020/09/17-15:54:02.816] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 26] Column purchase_hour meaning=LongMeaning fail=0
[2020/09/17-15:54:02.816] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 26] Column card_id meaning=Text fail=0
[2020/09/17-15:54:02.817] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 27] Column merchant_id meaning=Text fail=0
[2020/09/17-15:54:02.817] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 27] Column merchant_category_id meaning=LongMeaning fail=0
[2020/09/17-15:54:02.817] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 27] Column item_category meaning=Text fail=0
[2020/09/17-15:54:02.817] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 27] Column purchase_amount meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.817] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 27] Column signature_provided meaning=LongMeaning fail=0
[2020/09/17-15:54:02.817] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 27] Column card_first_active_month meaning=DateSource fail=0
[2020/09/17-15:54:02.818] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 28] Column card_first_active_month_parsed meaning=Date fail=0
[2020/09/17-15:54:02.818] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 28] Column days_active meaning=LongMeaning fail=0
[2020/09/17-15:54:02.818] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 28] Column card_reward_program meaning=Text fail=0
[2020/09/17-15:54:02.818] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 28] Column card_latitude meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.818] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 28] Column card_longitude meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.819] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 29] Column card_fico_score meaning=LongMeaning fail=0
[2020/09/17-15:54:02.819] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 29] Column card_age meaning=LongMeaning fail=0
[2020/09/17-15:54:02.819] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 29] Column merchant_subsector_description meaning=Text fail=0
[2020/09/17-15:54:02.819] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 29] Column merchant_latitude meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.819] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 29] Column merchant_longitude meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.820] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 30] Column merchant_location meaning=GeoPoint fail=0
[2020/09/17-15:54:02.820] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 30] Column merchant_cardholder_distance meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.820] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 30] Column merchant_state meaning=USStateMeaning fail=0
[2020/09/17-15:54:02.820] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 30] Column merchant_state_enName meaning=USStateMeaning fail=0
[2020/09/17-15:54:02.820] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 30] Column card_location meaning=GeoPoint fail=0
[2020/09/17-15:54:02.821] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 31] Column card_state meaning=USStateMeaning fail=0
[2020/09/17-15:54:02.821] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 31] Column card_state_enName meaning=USStateMeaning fail=0
[2020/09/17-15:54:02.821] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 31] Column purchase_amount_min meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.821] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 31] Column purchase_amount_max meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.821] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 31] Column purchase_amount_avg meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.821] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 31] Column w2_purchase_amount_min meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.822] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 32] Column w2_purchase_amount_max meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.822] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.shaker.schema] T-MbtGxk2T - [ct: 32] Column w2_purchase_amount_avg meaning=DoubleMeaning fail=0
[2020/09/17-15:54:02.825] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.input.push] T-MbtGxk2T - Using ordering from dataset: {"enabled":false,"rules":[]}
[2020/09/17-15:54:02.826] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.input.push] T-MbtGxk2T - USTP: push selection.method=HEAD_SEQUENTIAL records=100000 ratio=0.02 col=null
[2020/09/17-15:54:02.826] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.push] T-MbtGxk2T - [ct: 36] Push row splits limit= {"maxBytes":-1,"maxRecords":100000,"ordering":{"enabled":false,"rules":[]}}
[2020/09/17-15:54:02.826] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.input.rows] T-MbtGxk2T - [ct: 36] Starting to push split com.dataiku.dip.datasets.sql.AbstractSQLTableDatasetHandler$TableClauseSplit@65a10e70 with limit= 100000
[2020/09/17-15:54:02.827] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.connections.sql.provider] T-MbtGxk2T - [ct: 37] Connecting to jdbc:postgresql://localhost:5432/academy with props: {"user":"dkuacademy","password":"***"} conn=postgresql-Y3gqDlO
[2020/09/17-15:54:02.827] [FT-TrainWorkThread-pTDZ0A63-122050] [DEBUG] [dku.connections.sql.driver] T-MbtGxk2T - Driver version 9.0
[2020/09/17-15:54:02.829] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.connections.sql.provider] T-MbtGxk2T - [ct: 39] Driver: PostgreSQL Native Driver (JDBC 4.0) PostgreSQL 9.0 JDBC4 (build 801) (9.0)
[2020/09/17-15:54:02.830] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.connections.sql.provider] T-MbtGxk2T - [ct: 40] Database: PostgreSQL 11.5 (11.5) rowSize=8192 stmts=0
[2020/09/17-15:54:02.830] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.resourceusage] T-MbtGxk2T - [ct: 40] Reporting start of CRU:{"type":"SQL_CONNECTION","id":"wv5SEsbRCGy552Av","startTime":1600350842829,"sqlConnection":{"connection":"postgresql"}}
[2020/09/17-15:54:02.830] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 40] SET MAX ROWS 100000
[2020/09/17-15:54:02.831] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 41] Executing query SELECT * FROM "CREDITCARDFRAUDSTART3_transactions_known"
LIMIT 100000 (st=org.postgresql.jdbc4.Jdbc4Statement@13a4db2c)
[2020/09/17-15:54:02.857] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 67] Done executing query (st=org.postgresql.jdbc4.Jdbc4Statement@13a4db2c)
[2020/09/17-15:54:02.937] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 147] Read 2000 records from DB
[2020/09/17-15:54:03.037] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 247] Read 4000 records from DB
[2020/09/17-15:54:03.149] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 359] Read 6000 records from DB
[2020/09/17-15:54:03.247] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 457] Read 8000 records from DB
[2020/09/17-15:54:03.347] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 557] Read 10000 records from DB
[2020/09/17-15:54:03.445] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 655] Read 12000 records from DB
[2020/09/17-15:54:03.543] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 753] Read 14000 records from DB
[2020/09/17-15:54:03.646] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 856] Read 16000 records from DB
[2020/09/17-15:54:03.745] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 955] Read 18000 records from DB
[2020/09/17-15:54:03.845] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 1055] Read 20000 records from DB
[2020/09/17-15:54:03.958] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 1168] Read 22000 records from DB
[2020/09/17-15:54:04.056] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 1266] Read 24000 records from DB
[2020/09/17-15:54:04.153] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 1363] Read 26000 records from DB
[2020/09/17-15:54:04.250] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 1460] Read 28000 records from DB
[2020/09/17-15:54:04.349] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 1559] Read 30000 records from DB
[2020/09/17-15:54:04.446] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 1656] Read 32000 records from DB
[2020/09/17-15:54:04.544] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 1754] Read 34000 records from DB
[2020/09/17-15:54:04.646] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 1856] Read 36000 records from DB
[2020/09/17-15:54:04.741] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 1951] Read 38000 records from DB
[2020/09/17-15:54:04.840] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 2050] Read 40000 records from DB
[2020/09/17-15:54:04.938] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 2148] Read 42000 records from DB
[2020/09/17-15:54:05.039] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 2249] Read 44000 records from DB
[2020/09/17-15:54:05.136] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 2346] Read 46000 records from DB
[2020/09/17-15:54:05.247] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 2457] Read 48000 records from DB
[2020/09/17-15:54:05.345] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 2555] Read 50000 records from DB
[2020/09/17-15:54:05.448] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 2658] Read 52000 records from DB
[2020/09/17-15:54:05.549] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 2759] Read 54000 records from DB
[2020/09/17-15:54:05.654] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 2864] Read 56000 records from DB
[2020/09/17-15:54:05.754] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 2964] Read 58000 records from DB
[2020/09/17-15:54:05.852] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 3062] Read 60000 records from DB
[2020/09/17-15:54:05.950] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 3160] Read 62000 records from DB
[2020/09/17-15:54:06.047] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 3257] Read 64000 records from DB
[2020/09/17-15:54:06.144] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 3354] Read 66000 records from DB
[2020/09/17-15:54:06.241] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 3451] Read 68000 records from DB
[2020/09/17-15:54:06.341] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 3551] Read 70000 records from DB
[2020/09/17-15:54:06.439] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 3649] Read 72000 records from DB
[2020/09/17-15:54:06.546] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 3756] Read 74000 records from DB
[2020/09/17-15:54:06.644] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 3854] Read 76000 records from DB
[2020/09/17-15:54:06.738] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 3948] Read 78000 records from DB
[2020/09/17-15:54:06.836] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 4046] Read 80000 records from DB
[2020/09/17-15:54:06.933] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 4143] Read 82000 records from DB
[2020/09/17-15:54:07.032] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 4242] Read 84000 records from DB
[2020/09/17-15:54:07.130] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 4340] Read 86000 records from DB
[2020/09/17-15:54:07.230] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 4440] Read 88000 records from DB
[2020/09/17-15:54:07.330] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 4540] Read 90000 records from DB
[2020/09/17-15:54:07.429] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 4639] Read 92000 records from DB
[2020/09/17-15:54:07.527] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 4737] Read 94000 records from DB
[2020/09/17-15:54:07.626] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 4836] Read 96000 records from DB
[2020/09/17-15:54:07.726] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 4936] Read 98000 records from DB
[2020/09/17-15:54:07.835] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 5045] Read 100000 records from DB
[2020/09/17-15:54:07.835] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 5045] Done iterating result set, returned 100000 rows
[2020/09/17-15:54:07.836] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.datasets.sql] T-MbtGxk2T - [ct: 5046] Exited push
[2020/09/17-15:54:07.836] [FT-TrainWorkThread-pTDZ0A63-122050] [DEBUG] [dku.connections.sql.provider] T-MbtGxk2T - [ct: 5046] Rollback and close conn=postgresql-Y3gqDlO
[2020/09/17-15:54:07.836] [FT-TrainWorkThread-pTDZ0A63-122050] [DEBUG] [dku.connections.sql.provider] T-MbtGxk2T - [ct: 5046] Rollback conn=postgresql-Y3gqDlO
[2020/09/17-15:54:07.837] [FT-TrainWorkThread-pTDZ0A63-122050] [DEBUG] [dku.connections.sql.provider] T-MbtGxk2T - [ct: 5047] Close conn=postgresql-Y3gqDlO
[2020/09/17-15:54:07.837] [FT-TrainWorkThread-pTDZ0A63-122050] [DEBUG] [dku.connections.sql.provider] T-MbtGxk2T - [ct: 5047] Close conn=postgresql-Y3gqDlO
[2020/09/17-15:54:07.837] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.resourceusage] T-MbtGxk2T - [ct: 5047] Reporting completion of CRU:{"type":"SQL_CONNECTION","id":"wv5SEsbRCGy552Av","startTime":1600350842829,"sqlConnection":{"connection":"postgresql"}}
[2020/09/17-15:54:07.837] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.input.rows] T-MbtGxk2T - [ct: 5047] Limit done
[2020/09/17-15:54:07.840] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.splits] T-MbtGxk2T - [ct: 5050] Checking if splits are up to date. Policy: type=SPLIT_SINGLE_DATASET,split=RANDOM,splitBeforePrepare=true,ds=transactions_known,sel=(method=head-s,records=100000),r=0.8,s=1337, instance id: 5602e3e1288ac90fc4a90d3faf30b415-0
[2020/09/17-15:54:07.841] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.splits] T-MbtGxk2T - [ct: 5051] Search for split: p=type=SPLIT_SINGLE_DATASET,split=RANDOM,splitBeforePrepare=true,ds=transactions_known,sel=(method=head-s,records=100000),r=0.8,s=1337 i=5602e3e1288ac90fc4a90d3faf30b415-0
[2020/09/17-15:54:07.842] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.splits] T-MbtGxk2T - [ct: 5052] Search for split: p=type=SPLIT_SINGLE_DATASET,split=RANDOM,splitBeforePrepare=true,ds=transactions_known,sel=(method=head-s,records=100000),r=0.8,s=1337 i=5602e3e1288ac90fc4a90d3faf30b415-0
[2020/09/17-15:54:07.845] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.ml.python] T-MbtGxk2T - Joining processing thread ...
[2020/09/17-15:54:07.846] [MRT-122052] [INFO] [dku.analysis.ml.python]  - Running a preprocessing set: pp2 in /data/home/dkuacademy/dss/data-dir-design-33333/analysis-data/CREDITCARDFRAUDSTART3/LvXsfpWd/MbtGxk2T/sessions/s1/pp2
[2020/09/17-15:54:07.847] [MRT-122052] [INFO] [dku.block.link]  - Started a socket on port 32872
[2020/09/17-15:54:07.850] [MRT-122052] [INFO] [dku.ml.kernel]  - Writing output of python-single-command-kernel to /data/home/dkuacademy/dss/data-dir-design-33333/analysis-data/CREDITCARDFRAUDSTART3/LvXsfpWd/MbtGxk2T/sessions/s1/pp2/train.log
[2020/09/17-15:54:07.857] [MRT-122052] [INFO] [dku.code.envs.resolution]  - Executing Python activity in builtin env
[2020/09/17-15:54:07.857] [MRT-122052] [WARN] [dku.code.projectLibs]  - External libraries file not found: /data/home/dkuacademy/dss/data-dir-design-33333/config/projects/CREDITCARDFRAUDSTART3/lib/external-libraries.json
[2020/09/17-15:54:07.857] [MRT-122052] [INFO] [dku.code.projectLibs]  - EXTERNAL LIBS FROM CREDITCARDFRAUDSTART3 is {"gitReferences":{},"pythonPath":["python"],"rsrcPath":["R"],"importLibrariesFromProjects":[]}
[2020/09/17-15:54:07.858] [MRT-122052] [INFO] [dku.code.projectLibs]  - chunkFolder is /data/home/dkuacademy/dss/data-dir-design-33333/config/projects/CREDITCARDFRAUDSTART3/lib/R
[2020/09/17-15:54:07.858] [MRT-122052] [INFO] [dku.python.single_command.kernel]  - Starting Python process for kernel  python-single-command-kernel
[2020/09/17-15:54:07.858] [MRT-122052] [INFO] [dip.tickets]  - Creating API ticket for analysis-ml-CREDITCARDFRAUDSTART3-c0TAxBd on behalf of christelle id=analysis-ml-CREDITCARDFRAUDSTART3-c0TAxBd_FUDLpHDnN164
[2020/09/17-15:54:07.859] [MRT-122052] [INFO] [dku.security.process]  - Starting process (regular)
[2020/09/17-15:54:07.861] [MRT-122052] [INFO] [dku.security.process]  - Process started with pid=321163
[2020/09/17-15:54:07.861] [MRT-122052] [INFO] [dku.processes.cgroups]  - Will use cgroups []
[2020/09/17-15:54:07.861] [MRT-122052] [INFO] [dku.processes.cgroups]  - Applying rules to used cgroups: []
[2020/09/17-15:54:07.864] [KNL-python-single-command-kernel-monitor-122060] [INFO] [dku.resourceusage]  - Reporting start of CRU:{"context":{"type":"ANALYSIS_ML_TRAIN","authIdentifier":"christelle","projectKey":"CREDITCARDFRAUDSTART3","analysisId":"LvXsfpWd","mlTaskId":"MbtGxk2T","sessionId":"s1"},"type":"LOCAL_PROCESS","id":"qsYbpWqiyh0v7paO","startTime":1600350847864,"localProcess":{"cpuCurrent":0.0}}
[2020/09/17-15:54:07.866] [process-resource-monitor-321163-122064] [DEBUG] [dku.resource]  - Process stats for pid 321163: {"pid":321163,"commandName":"/data/home/dkuacademy/dss/data-dir-design-33333/bin/python","cpuUserTimeMS":0,"cpuSystemTimeMS":0,"cpuChildrenUserTimeMS":0,"cpuChildrenSystemTimeMS":0,"cpuTotalMS":0,"cpuCurrent":0.0,"vmSizeMB":18,"vmRSSMB":3,"vmHWMMB":3,"vmRSSAnonMB":1,"vmDataMB":1,"vmSizePeakMB":18,"vmRSSPeakMB":3,"vmRSSTotalMBS":0,"majorFaults":0,"childrenMajorFaults":0}
Installing debugging signal handler
[2020-09-17 15:54:12,899] [321163/MainThread] [INFO] [root] Connecting to parent at port 32872
[2020-09-17 15:54:12,899] [321163/MainThread] [INFO] [root] Connected to parent at port 32872
[2020/09/17-15:54:12.900] [MRT-122052] [INFO] [dku.link.secret_protected]  - Connected to kernel
[2020/09/17-15:54:12.905] [MRT-122052] [INFO] [dku.block.link.interaction]  - Execute link command respClazz=true respTypeToken=false respIsString=false is=false asyncInputStream=false os=false
[2020-09-17 15:54:16,509] [321163/MainThread] [INFO] [root] Running analysis command: train_prediction_models_nosave
[2020-09-17 15:54:16,510] [321163/MainThread] [INFO] [dataiku.doctor.commands] PPS is {u'preprocessingFitSampleSeed': 1337, u'feature_selection_params': {u'custom_params': {u'code': u'# type your code here'}, u'pca_params': {u'variance_proportion': 0.9, u'n_features': 25}, u'random_forest_params': {u'depth': 10, u'n_features': 25, u'n_trees': 30}, u'lasso_params': {u'alpha': [0.01, 0.1, 1.0, 10.0, 100.0], u'cross_validate': True}, u'method': u'NONE', u'correlation_params': {u'max_abs_correlation': 1.0, u'n_features': 25, u'min_abs_correlation': 0.0}}, u'preprocessingFitSampleRatio': 1.0, u'reduce': {u'enabled': False, u'kept_variance': 0.0}, u'skipPreprocessing': False, u'target_remapping': [{u'mappedValue': 0, u'sourceValue': u'0', u'sampleFreq': 937}, {u'mappedValue': 1, u'sourceValue': u'1', u'sampleFreq': 9063}], u'per_feature': {u'card_first_active_month_parsed': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'Date', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'w2_purchase_amount_min': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'signature_provided': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'purchase_amount_max': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'card_age': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'purchase_hour': {u'generate_derivative': False, u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'sendToInput': u'main', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'role': u'REJECT', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'autoReason': u'REJECT_ZERO_VARIANCE', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'card_latitude': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'w2_purchase_amount_avg': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'days_active': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'purchase_year': {u'generate_derivative': False, u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'sendToInput': u'main', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'role': u'REJECT', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'autoReason': u'REJECT_ZERO_VARIANCE', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'merchant_location': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'GeoPoint', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'purchase_day': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'card_state_enName': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'USStateMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'merchant_cardholder_distance': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'purchase_month': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'purchase_date_parsed': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'Date', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'transaction_id': {u'generate_derivative': False, u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'sendToInput': u'main', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'role': u'REJECT', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'autoReason': u'REJECT_IDENTIFIER', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'purchase_date': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'DateSource', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'merchant_latitude': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'card_first_active_month': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'DateSource', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'authorized_flag': {u'generate_derivative': False, u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'sendToInput': u'main', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'role': u'TARGET', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'merchant_category_id': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'purchase_weekend': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'card_location': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'GeoPoint', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'purchase_amount_avg': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'merchant_longitude': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'merchant_id': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'Text', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'purchase_dow': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'w2_purchase_amount_max': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'item_category': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'Text', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'card_state': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'USStateMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'merchant_state': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'USStateMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'card_id': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'Text', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'purchase_amount': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'merchant_subsector_description': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'Text', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'card_longitude': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'card_reward_program': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'Text', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'purchase_amount_min': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'merchant_state_enName': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'USStateMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'card_fico_score': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}}, u'feature_generation': {u'manual_interactions': {u'interactions': []}, u'pairwise_linear': {u'behavior': u'DISABLED'}, u'categoricals_count_transformer': {u'input_features': [], u'all_features': False, u'behavior': u'DISABLED'}, u'polynomial_combinations': {u'behavior': u'DISABLED'}, u'numericals_clustering': {u'k': 0, u'input_features': [], u'all_features': False, u'behavior': u'DISABLED'}}}
[2020-09-17 15:54:16,510] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] START -  Loading train set
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [root] Reading with dtypes: None
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for transaction_id: None (schema_type=bigint feature_type=NUMERIC feature_role=REJECT)
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for authorized_flag: <type 'numpy.object_'> (schema_type=bigint feature_type=NUMERIC feature_role=TARGET)
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_date: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_date_parsed: None (schema_type=date feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_year: None (schema_type=bigint feature_type=NUMERIC feature_role=REJECT)
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_month: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_day: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_dow: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_weekend: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,538] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_hour: None (schema_type=bigint feature_type=NUMERIC feature_role=REJECT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_id: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_id: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_category_id: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for item_category: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for signature_provided: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_first_active_month: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_first_active_month_parsed: None (schema_type=date feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for days_active: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_reward_program: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_latitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_longitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_fico_score: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_age: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_subsector_description: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_latitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_longitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,539] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_location: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_cardholder_distance: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_state: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_state_enName: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_location: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_state: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_state_enName: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount_min: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount_max: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount_avg: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for w2_purchase_amount_min: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for w2_purchase_amount_max: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for w2_purchase_amount_avg: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:16,540] [321163/MainThread] [INFO] [root] Reading with FIXED dtypes: {u'w2_purchase_amount_min': <type 'numpy.float64'>, u'signature_provided': <type 'numpy.float64'>, u'purchase_amount_max': <type 'numpy.float64'>, u'card_age': <type 'numpy.float64'>, u'card_latitude': <type 'numpy.float64'>, u'w2_purchase_amount_avg': <type 'numpy.float64'>, u'purchase_dow': <type 'numpy.float64'>, u'days_active': <type 'numpy.float64'>, u'merchant_location': 'str', u'purchase_date': 'str', u'merchant_latitude': <type 'numpy.float64'>, u'purchase_weekend': <type 'numpy.float64'>, u'purchase_month': <type 'numpy.float64'>, u'card_reward_program': 'str', u'card_state_enName': 'str', u'card_first_active_month': 'str', u'authorized_flag': <type 'numpy.object_'>, u'merchant_category_id': <type 'numpy.float64'>, u'merchant_cardholder_distance': <type 'numpy.float64'>, u'card_location': 'str', u'purchase_amount_avg': <type 'numpy.float64'>, u'merchant_longitude': <type 'numpy.float64'>, u'merchant_id': 'str', u'purchase_day': <type 'numpy.float64'>, u'w2_purchase_amount_max': <type 'numpy.float64'>, u'item_category': 'str', u'card_state': 'str', u'merchant_state': 'str', u'card_id': 'str', u'purchase_amount': <type 'numpy.float64'>, u'merchant_subsector_description': 'str', u'card_longitude': <type 'numpy.float64'>, u'purchase_amount_min': <type 'numpy.float64'>, u'merchant_state_enName': 'str', u'card_fico_score': <type 'numpy.float64'>}
[2020-09-17 15:54:17,341] [321163/MainThread] [INFO] [root] Loaded table
[2020-09-17 15:54:17,344] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalizing date to numeric : 0       2015-09-01
1       2017-11-01
2       2017-10-01
3       2017-01-01
4       2016-08-01
5       2017-06-01
6       2017-06-01
7       2016-03-01
8       2016-12-01
9       2017-07-01
10      2017-09-01
11      2016-07-01
12      2017-10-01
13      2017-05-01
14      2017-09-01
15      2017-07-01
16      2017-01-01
17      2017-01-01
18      2017-10-01
19      2016-12-01
20      2017-08-01
21      2016-08-01
22      2017-09-01
23      2017-08-01
24      2017-08-01
25      2016-11-01
26      2017-09-01
27      2017-10-01
28      2016-03-01
29      2017-08-01
           ...    
79882   2017-02-01
79883   2017-01-01
79884   2015-08-01
79885   2017-03-01
79886   2017-05-01
79887   2016-10-01
79888   2017-02-01
79889   2017-06-01
79890   2017-02-01
79891   2017-02-01
79892   2017-04-01
79893   2016-10-01
79894   2017-03-01
79895   2016-10-01
79896   2017-05-01
79897   2014-05-01
79898   2017-01-01
79899   2017-02-01
79900   2016-12-01
79901   2016-08-01
79902   2017-06-01
79903   2017-04-01
79904   2017-07-01
79905   2016-11-01
79906   2017-02-01
79907   2016-02-01
79908   2016-08-01
79909   2015-04-01
79910   2016-01-01
79911   2017-01-01
Name: card_first_active_month_parsed, Length: 79912, dtype: datetime64[ns]
[2020-09-17 15:54:17,347] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalized date : 0        3.650054e+09
1        3.718483e+09
2        3.715805e+09
3        3.692218e+09
4        3.678998e+09
5        3.705264e+09
6        3.705264e+09
7        3.665779e+09
8        3.689539e+09
9        3.707856e+09
10       3.713213e+09
11       3.676320e+09
12       3.715805e+09
13       3.702586e+09
14       3.713213e+09
15       3.707856e+09
16       3.692218e+09
17       3.692218e+09
18       3.715805e+09
19       3.689539e+09
20       3.710534e+09
21       3.678998e+09
22       3.713213e+09
23       3.710534e+09
24       3.710534e+09
25       3.686947e+09
26       3.713213e+09
27       3.715805e+09
28       3.665779e+09
29       3.710534e+09
             ...     
79882    3.694896e+09
79883    3.692218e+09
79884    3.647376e+09
79885    3.697315e+09
79886    3.702586e+09
79887    3.684269e+09
79888    3.694896e+09
79889    3.705264e+09
79890    3.694896e+09
79891    3.694896e+09
79892    3.699994e+09
79893    3.684269e+09
79894    3.697315e+09
79895    3.684269e+09
79896    3.702586e+09
79897    3.607891e+09
79898    3.692218e+09
79899    3.694896e+09
79900    3.689539e+09
79901    3.678998e+09
79902    3.705264e+09
79903    3.699994e+09
79904    3.707856e+09
79905    3.686947e+09
79906    3.694896e+09
79907    3.663274e+09
79908    3.678998e+09
79909    3.636835e+09
79910    3.660595e+09
79911    3.692218e+09
Name: card_first_active_month_parsed, Length: 79912, dtype: float64
[2020-09-17 15:54:17,350] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalizing date to numeric : 0       2017-11-08
1       2017-11-08
2       2017-11-08
3       2017-11-08
4       2017-11-08
5       2017-11-08
6       2017-11-08
7       2017-11-08
8       2017-11-08
9       2017-11-08
10      2017-11-08
11      2017-11-08
12      2017-11-08
13      2017-11-08
14      2017-11-08
15      2017-11-08
16      2017-11-08
17      2017-11-08
18      2017-11-08
19      2017-11-08
20      2017-11-08
21      2017-11-08
22      2017-11-08
23      2017-11-08
24      2017-11-08
25      2017-11-08
26      2017-11-08
27      2017-11-08
28      2017-11-08
29      2017-11-08
           ...    
79882   2017-06-11
79883   2017-06-14
79884   2017-06-21
79885   2017-06-22
79886   2017-06-22
79887   2017-06-23
79888   2017-06-26
79889   2017-06-27
79890   2017-06-29
79891   2017-07-04
79892   2017-07-06
79893   2017-07-07
79894   2017-07-07
79895   2017-07-09
79896   2017-07-10
79897   2017-07-13
79898   2017-07-20
79899   2017-07-25
79900   2017-07-26
79901   2017-07-26
79902   2017-08-01
79903   2017-08-02
79904   2017-08-03
79905   2017-08-05
79906   2017-08-05
79907   2017-08-06
79908   2017-08-08
79909   2017-08-10
79910   2017-08-16
79911   2017-08-17
Name: purchase_date_parsed, Length: 79912, dtype: datetime64[ns]
[2020-09-17 15:54:17,353] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalized date : 0        3.719088e+09
1        3.719088e+09
2        3.719088e+09
3        3.719088e+09
4        3.719088e+09
5        3.719088e+09
6        3.719088e+09
7        3.719088e+09
8        3.719088e+09
9        3.719088e+09
10       3.719088e+09
11       3.719088e+09
12       3.719088e+09
13       3.719088e+09
14       3.719088e+09
15       3.719088e+09
16       3.719088e+09
17       3.719088e+09
18       3.719088e+09
19       3.719088e+09
20       3.719088e+09
21       3.719088e+09
22       3.719088e+09
23       3.719088e+09
24       3.719088e+09
25       3.719088e+09
26       3.719088e+09
27       3.719088e+09
28       3.719088e+09
29       3.719088e+09
             ...     
79882    3.706128e+09
79883    3.706387e+09
79884    3.706992e+09
79885    3.707078e+09
79886    3.707078e+09
79887    3.707165e+09
79888    3.707424e+09
79889    3.707510e+09
79890    3.707683e+09
79891    3.708115e+09
79892    3.708288e+09
79893    3.708374e+09
79894    3.708374e+09
79895    3.708547e+09
79896    3.708634e+09
79897    3.708893e+09
79898    3.709498e+09
79899    3.709930e+09
79900    3.710016e+09
79901    3.710016e+09
79902    3.710534e+09
79903    3.710621e+09
79904    3.710707e+09
79905    3.710880e+09
79906    3.710880e+09
79907    3.710966e+09
79908    3.711139e+09
79909    3.711312e+09
79910    3.711830e+09
79911    3.711917e+09
Name: purchase_date_parsed, Length: 79912, dtype: float64
[2020-09-17 15:54:17,355] [321163/MainThread] [INFO] [dataiku.doctor.utils]  Coercion done
[2020-09-17 15:54:17,355] [321163/MainThread] [INFO] [dataiku.doctor.commands] Loaded train df: shape=(79912,40)
[2020-09-17 15:54:17,355] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : transaction_id (int64)
[2020-09-17 15:54:17,355] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : authorized_flag (object)
[2020-09-17 15:54:17,355] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_date (object)
[2020-09-17 15:54:17,355] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_date_parsed (float64)
[2020-09-17 15:54:17,355] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_year (int64)
[2020-09-17 15:54:17,355] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_month (float64)
[2020-09-17 15:54:17,355] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_day (float64)
[2020-09-17 15:54:17,355] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_dow (float64)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_weekend (float64)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_hour (int64)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_id (object)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : merchant_id (object)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : merchant_category_id (float64)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : item_category (object)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_amount (float64)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : signature_provided (float64)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_first_active_month (object)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_first_active_month_parsed (float64)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : days_active (float64)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_reward_program (object)
[2020-09-17 15:54:17,356] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_latitude (float64)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_longitude (float64)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_fico_score (float64)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_age (float64)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : merchant_subsector_description (object)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : merchant_latitude (float64)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : merchant_longitude (float64)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : merchant_location (object)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : merchant_cardholder_distance (float64)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : merchant_state (object)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : merchant_state_enName (object)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_location (object)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_state (object)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : card_state_enName (object)
[2020-09-17 15:54:17,357] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_amount_min (float64)
[2020-09-17 15:54:17,358] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_amount_max (float64)
[2020-09-17 15:54:17,358] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : purchase_amount_avg (float64)
[2020-09-17 15:54:17,358] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : w2_purchase_amount_min (float64)
[2020-09-17 15:54:17,358] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : w2_purchase_amount_max (float64)
[2020-09-17 15:54:17,358] [321163/MainThread] [INFO] [dataiku.doctor.commands] Train col : w2_purchase_amount_avg (float64)
[2020-09-17 15:54:17,358] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] END -  Loading train set
[2020-09-17 15:54:17,358] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] START -  Loading test set
[2020-09-17 15:54:17,379] [321163/MainThread] [INFO] [root] Reading with dtypes: None
[2020-09-17 15:54:17,379] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for transaction_id: None (schema_type=bigint feature_type=NUMERIC feature_role=REJECT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for authorized_flag: <type 'numpy.object_'> (schema_type=bigint feature_type=NUMERIC feature_role=TARGET)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_date: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_date_parsed: None (schema_type=date feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_year: None (schema_type=bigint feature_type=NUMERIC feature_role=REJECT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_month: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_day: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_dow: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_weekend: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_hour: None (schema_type=bigint feature_type=NUMERIC feature_role=REJECT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_id: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_id: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,380] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_category_id: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for item_category: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for signature_provided: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_first_active_month: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_first_active_month_parsed: None (schema_type=date feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for days_active: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_reward_program: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_latitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_longitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_fico_score: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_age: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_subsector_description: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_latitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_longitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,381] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_location: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_cardholder_distance: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_state: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_state_enName: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_location: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_state: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_state_enName: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount_min: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount_max: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount_avg: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for w2_purchase_amount_min: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for w2_purchase_amount_max: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for w2_purchase_amount_avg: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:54:17,382] [321163/MainThread] [INFO] [root] Reading with FIXED dtypes: {u'w2_purchase_amount_min': <type 'numpy.float64'>, u'signature_provided': <type 'numpy.float64'>, u'purchase_amount_max': <type 'numpy.float64'>, u'card_age': <type 'numpy.float64'>, u'card_latitude': <type 'numpy.float64'>, u'w2_purchase_amount_avg': <type 'numpy.float64'>, u'purchase_dow': <type 'numpy.float64'>, u'days_active': <type 'numpy.float64'>, u'merchant_location': 'str', u'purchase_date': 'str', u'merchant_latitude': <type 'numpy.float64'>, u'purchase_weekend': <type 'numpy.float64'>, u'purchase_month': <type 'numpy.float64'>, u'card_reward_program': 'str', u'card_state_enName': 'str', u'card_first_active_month': 'str', u'authorized_flag': <type 'numpy.object_'>, u'merchant_category_id': <type 'numpy.float64'>, u'merchant_cardholder_distance': <type 'numpy.float64'>, u'card_location': 'str', u'purchase_amount_avg': <type 'numpy.float64'>, u'merchant_longitude': <type 'numpy.float64'>, u'merchant_id': 'str', u'purchase_day': <type 'numpy.float64'>, u'w2_purchase_amount_max': <type 'numpy.float64'>, u'item_category': 'str', u'card_state': 'str', u'merchant_state': 'str', u'card_id': 'str', u'purchase_amount': <type 'numpy.float64'>, u'merchant_subsector_description': 'str', u'card_longitude': <type 'numpy.float64'>, u'purchase_amount_min': <type 'numpy.float64'>, u'merchant_state_enName': 'str', u'card_fico_score': <type 'numpy.float64'>}
[2020-09-17 15:54:17,667] [321163/MainThread] [INFO] [root] Loaded table
[2020-09-17 15:54:17,670] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalizing date to numeric : 0       2017-01-01
1       2015-11-01
2       2017-10-01
3       2017-06-01
4       2016-04-01
5       2017-05-01
6       2016-12-01
7       2016-12-01
8       2017-11-01
9       2017-10-01
10      2016-02-01
11      2014-09-01
12      2014-08-01
13      2017-02-01
14      2016-12-01
15      2017-06-01
16      2017-07-01
17      2017-06-01
18      2017-06-01
19      2017-10-01
20      2017-10-01
21      2016-03-01
22      2017-05-01
23      2016-12-01
24      2017-07-01
25      2016-09-01
26      2017-10-01
27      2017-10-01
28      2016-06-01
29      2015-07-01
           ...    
20058   2017-06-01
20059   2015-04-01
20060   2017-01-01
20061   2017-10-01
20062   2016-07-01
20063   2017-01-01
20064   2017-06-01
20065   2017-07-01
20066   2017-04-01
20067   2017-04-01
20068   2016-08-01
20069   2017-02-01
20070   2017-01-01
20071   2016-02-01
20072   2017-06-01
20073   2017-02-01
20074   2016-11-01
20075   2017-03-01
20076   2016-06-01
20077   2016-06-01
20078   2017-02-01
20079   2017-03-01
20080   2017-06-01
20081   2016-11-01
20082   2017-02-01
20083   2017-01-01
20084   2016-11-01
20085   2016-10-01
20086   2017-05-01
20087   2017-06-01
Name: card_first_active_month_parsed, Length: 20088, dtype: datetime64[ns]
[2020-09-17 15:54:17,674] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalized date : 0        3.692218e+09
1        3.655325e+09
2        3.715805e+09
3        3.705264e+09
4        3.668458e+09
5        3.702586e+09
6        3.689539e+09
7        3.689539e+09
8        3.718483e+09
9        3.715805e+09
10       3.663274e+09
11       3.618518e+09
12       3.615840e+09
13       3.694896e+09
14       3.689539e+09
15       3.705264e+09
16       3.707856e+09
17       3.705264e+09
18       3.705264e+09
19       3.715805e+09
20       3.715805e+09
21       3.665779e+09
22       3.702586e+09
23       3.689539e+09
24       3.707856e+09
25       3.681677e+09
26       3.715805e+09
27       3.715805e+09
28       3.673728e+09
29       3.644698e+09
             ...     
20058    3.705264e+09
20059    3.636835e+09
20060    3.692218e+09
20061    3.715805e+09
20062    3.676320e+09
20063    3.692218e+09
20064    3.705264e+09
20065    3.707856e+09
20066    3.699994e+09
20067    3.699994e+09
20068    3.678998e+09
20069    3.694896e+09
20070    3.692218e+09
20071    3.663274e+09
20072    3.705264e+09
20073    3.694896e+09
20074    3.686947e+09
20075    3.697315e+09
20076    3.673728e+09
20077    3.673728e+09
20078    3.694896e+09
20079    3.697315e+09
20080    3.705264e+09
20081    3.686947e+09
20082    3.694896e+09
20083    3.692218e+09
20084    3.686947e+09
20085    3.684269e+09
20086    3.702586e+09
20087    3.705264e+09
Name: card_first_active_month_parsed, Length: 20088, dtype: float64
[2020-09-17 15:54:17,678] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalizing date to numeric : 0       2017-11-08
1       2017-11-08
2       2017-11-08
3       2017-11-08
4       2017-11-08
5       2017-11-08
6       2017-11-08
7       2017-11-08
8       2017-11-08
9       2017-11-08
10      2017-11-09
11      2017-11-09
12      2017-11-09
13      2017-11-09
14      2017-11-09
15      2017-11-09
16      2017-11-09
17      2017-11-09
18      2017-11-09
19      2017-11-09
20      2017-11-09
21      2017-11-09
22      2017-11-10
23      2017-11-10
24      2017-11-10
25      2017-11-10
26      2017-11-10
27      2017-11-10
28      2017-11-10
29      2017-11-10
           ...    
20058   2017-07-14
20059   2017-08-10
20060   2017-08-11
20061   2017-10-18
20062   2017-10-28
20063   2017-11-22
20064   2017-11-24
20065   2017-12-20
20066   2017-08-06
20067   2017-04-26
20068   2017-06-09
20069   2017-07-07
20070   2017-01-31
20071   2017-02-17
20072   2017-09-19
20073   2017-12-08
20074   2017-03-17
20075   2017-04-04
20076   2017-05-03
20077   2017-05-07
20078   2017-06-10
20079   2017-06-22
20080   2017-06-28
20081   2017-07-24
20082   2017-07-29
20083   2017-08-01
20084   2017-08-02
20085   2017-08-07
20086   2017-08-15
20087   2017-08-16
Name: purchase_date_parsed, Length: 20088, dtype: datetime64[ns]
[2020-09-17 15:54:17,682] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalized date : 0        3.719088e+09
1        3.719088e+09
2        3.719088e+09
3        3.719088e+09
4        3.719088e+09
5        3.719088e+09
6        3.719088e+09
7        3.719088e+09
8        3.719088e+09
9        3.719088e+09
10       3.719174e+09
11       3.719174e+09
12       3.719174e+09
13       3.719174e+09
14       3.719174e+09
15       3.719174e+09
16       3.719174e+09
17       3.719174e+09
18       3.719174e+09
19       3.719174e+09
20       3.719174e+09
21       3.719174e+09
22       3.719261e+09
23       3.719261e+09
24       3.719261e+09
25       3.719261e+09
26       3.719261e+09
27       3.719261e+09
28       3.719261e+09
29       3.719261e+09
             ...     
20058    3.708979e+09
20059    3.711312e+09
20060    3.711398e+09
20061    3.717274e+09
20062    3.718138e+09
20063    3.720298e+09
20064    3.720470e+09
20065    3.722717e+09
20066    3.710966e+09
20067    3.702154e+09
20068    3.705955e+09
20069    3.708374e+09
20070    3.694810e+09
20071    3.696278e+09
20072    3.714768e+09
20073    3.721680e+09
20074    3.698698e+09
20075    3.700253e+09
20076    3.702758e+09
20077    3.703104e+09
20078    3.706042e+09
20079    3.707078e+09
20080    3.707597e+09
20081    3.709843e+09
20082    3.710275e+09
20083    3.710534e+09
20084    3.710621e+09
20085    3.711053e+09
20086    3.711744e+09
20087    3.711830e+09
Name: purchase_date_parsed, Length: 20088, dtype: float64
[2020-09-17 15:54:17,684] [321163/MainThread] [INFO] [dataiku.doctor.utils]  Coercion done
[2020-09-17 15:54:17,684] [321163/MainThread] [INFO] [dataiku.doctor.commands] Loaded test df: shape=(20088,40)
[2020-09-17 15:54:17,684] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] END -  Loading test set
[2020-09-17 15:54:17,684] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] START -  Collecting statistics
[2020-09-17 15:54:17,684] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_first_active_month_parsed... (type=NUMERIC)
[2020-09-17 15:54:17,685] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,689] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at w2_purchase_amount_min... (type=NUMERIC)
[2020-09-17 15:54:17,690] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,694] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at signature_provided... (type=NUMERIC)
[2020-09-17 15:54:17,694] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,697] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_amount_max... (type=NUMERIC)
[2020-09-17 15:54:17,697] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,701] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_age... (type=NUMERIC)
[2020-09-17 15:54:17,702] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,706] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_hour... (type=NUMERIC)
[2020-09-17 15:54:17,706] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_latitude... (type=NUMERIC)
[2020-09-17 15:54:17,706] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,710] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at w2_purchase_amount_avg... (type=NUMERIC)
[2020-09-17 15:54:17,710] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,714] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at days_active... (type=NUMERIC)
[2020-09-17 15:54:17,715] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,719] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_year... (type=NUMERIC)
[2020-09-17 15:54:17,719] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at merchant_location... (type=CATEGORY)
[2020-09-17 15:54:17,761] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_day... (type=NUMERIC)
[2020-09-17 15:54:17,761] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,766] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_state_enName... (type=CATEGORY)
[2020-09-17 15:54:17,790] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at merchant_cardholder_distance... (type=NUMERIC)
[2020-09-17 15:54:17,790] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,795] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_month... (type=NUMERIC)
[2020-09-17 15:54:17,795] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,799] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_date_parsed... (type=NUMERIC)
[2020-09-17 15:54:17,799] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,803] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at transaction_id... (type=NUMERIC)
[2020-09-17 15:54:17,803] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_date... (type=CATEGORY)
[2020-09-17 15:54:17,826] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at merchant_latitude... (type=NUMERIC)
[2020-09-17 15:54:17,827] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,831] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_first_active_month... (type=CATEGORY)
[2020-09-17 15:54:17,853] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at authorized_flag... (type=NUMERIC)
[2020-09-17 15:54:17,853] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at merchant_category_id... (type=NUMERIC)
[2020-09-17 15:54:17,853] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,857] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_weekend... (type=NUMERIC)
[2020-09-17 15:54:17,857] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,861] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_location... (type=CATEGORY)
[2020-09-17 15:54:17,913] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_amount_avg... (type=NUMERIC)
[2020-09-17 15:54:17,913] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,918] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at merchant_longitude... (type=NUMERIC)
[2020-09-17 15:54:17,918] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,922] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at merchant_id... (type=CATEGORY)
[2020-09-17 15:54:17,962] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_dow... (type=NUMERIC)
[2020-09-17 15:54:17,962] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,966] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at w2_purchase_amount_max... (type=NUMERIC)
[2020-09-17 15:54:17,967] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:17,970] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at item_category... (type=CATEGORY)
[2020-09-17 15:54:17,990] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_state... (type=CATEGORY)
[2020-09-17 15:54:18,007] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at merchant_state... (type=CATEGORY)
[2020-09-17 15:54:18,021] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_id... (type=CATEGORY)
[2020-09-17 15:54:18,052] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_amount... (type=NUMERIC)
[2020-09-17 15:54:18,053] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:18,056] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at merchant_subsector_description... (type=CATEGORY)
[2020-09-17 15:54:18,070] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_longitude... (type=NUMERIC)
[2020-09-17 15:54:18,070] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:18,073] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_reward_program... (type=CATEGORY)
[2020-09-17 15:54:18,087] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at purchase_amount_min... (type=NUMERIC)
[2020-09-17 15:54:18,087] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:18,091] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at merchant_state_enName... (type=CATEGORY)
[2020-09-17 15:54:18,104] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Looking at card_fico_score... (type=NUMERIC)
[2020-09-17 15:54:18,104] [321163/MainThread] [INFO] [dataiku.doctor.preprocessing_collector] Checking series of type: float64 (isM8=False)
[2020-09-17 15:54:18,109] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] END -  Collecting statistics
[2020-09-17 15:54:18,110] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] generating interactions
[2020-09-17 15:54:18,110] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] {u'preprocessingFitSampleSeed': 1337, u'feature_selection_params': {u'custom_params': {u'code': u'# type your code here'}, u'pca_params': {u'variance_proportion': 0.9, u'n_features': 25}, u'random_forest_params': {u'depth': 10, u'n_features': 25, u'n_trees': 30}, u'lasso_params': {u'alpha': [0.01, 0.1, 1.0, 10.0, 100.0], u'cross_validate': True}, u'method': u'NONE', u'correlation_params': {u'max_abs_correlation': 1.0, u'n_features': 25, u'min_abs_correlation': 0.0}}, u'preprocessingFitSampleRatio': 1.0, u'reduce': {u'enabled': False, u'kept_variance': 0.0}, u'skipPreprocessing': False, u'target_remapping': [{u'mappedValue': 0, u'sourceValue': u'0', u'sampleFreq': 937}, {u'mappedValue': 1, u'sourceValue': u'1', u'sampleFreq': 9063}], u'per_feature': {u'card_first_active_month_parsed': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'Date', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'w2_purchase_amount_min': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'signature_provided': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'purchase_amount_max': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'card_age': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'purchase_hour': {u'generate_derivative': False, u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'sendToInput': u'main', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'role': u'REJECT', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'autoReason': u'REJECT_ZERO_VARIANCE', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'card_latitude': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'w2_purchase_amount_avg': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', 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{u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'purchase_weekend': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'card_location': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'GeoPoint', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'purchase_amount_avg': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'merchant_longitude': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'merchant_id': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'Text', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'purchase_dow': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'w2_purchase_amount_max': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'item_category': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'Text', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'card_state': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'USStateMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'merchant_state': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'USStateMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'card_id': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'Text', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'purchase_amount': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'merchant_subsector_description': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'Text', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'card_longitude': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'card_reward_program': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'Text', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'purchase_amount_min': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'DoubleMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}, u'merchant_state_enName': {u'missing_impute_with': u'MODE', u'customProcessorWantsMatrix': False, u'nb_bins_hashing': 1048576, u'customHandlingCode': u'', u'category_handling': u'DUMMIFY', u'cumulative_proportion': 0.95, u'sendToInput': u'main', u'state': {u'userModified': False, u'recordedMeaning': u'USStateMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'NONE', u'max_nb_categories': 100, u'dummy_clip': u'MAX_NB_CATEGORIES', u'role': u'INPUT', u'max_cat_safety': 200, u'min_samples': 10, u'type': u'CATEGORY', u'dummy_drop': u'DROP'}, u'card_fico_score': {u'generate_derivative': False, u'sendToInput': u'main', u'rescaling': u'AVGSTD', u'role': u'INPUT', u'customHandlingCode': u'', u'customProcessorWantsMatrix': False, u'numerical_handling': u'REGULAR', u'binarize_threshold_mode': u'MEDIAN', u'state': {u'userModified': False, u'recordedMeaning': u'LongMeaning', u'autoModifiedByDSS': False}, u'missing_handling': u'IMPUTE', u'binarize_constant_threshold': 0.0, u'quantile_bin_nb_bins': 4, u'missing_impute_with': u'MEAN', u'type': u'NUMERIC', u'impute_constant_value': 0.0}}, u'feature_generation': {u'manual_interactions': {u'interactions': []}, u'pairwise_linear': {u'behavior': u'DISABLED'}, u'categoricals_count_transformer': {u'input_features': [], u'all_features': False, u'behavior': u'DISABLED'}, u'polynomial_combinations': {u'behavior': u'DISABLED'}, u'numericals_clustering': {u'k': 0, u'input_features': [], u'all_features': False, u'behavior': u'DISABLED'}}}
[2020-09-17 15:54:18,110] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] No feature selection to perform
[2020-09-17 15:54:18,111] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] START -  Preprocessing train set
[2020-09-17 15:54:18,133] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] Set MF index len 79912
[2020-09-17 15:54:18,133] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RemapValueToOutput
[2020-09-17 15:54:18,144] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:MultipleImputeMissingFromInput
[2020-09-17 15:54:18,144] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] MIMIFI: Imputing with map {u'card_first_active_month_parsed': 3688143513.264591, u'w2_purchase_amount_min': 83.78822567324104, u'signature_provided': 0.1883947342076284, u'purchase_amount_max': 712.0422547301954, u'card_age': 45.787779056962655, u'card_latitude': 39.58343451546729, u'w2_purchase_amount_avg': 253.1698966305378, u'days_active': 268.1083316648313, u'purchase_day': 16.013414756231857, u'merchant_latitude': 39.600259810791506, u'purchase_weekend': 0.28363700070077086, u'purchase_month': 7.795487536289919, u'purchase_date_parsed': 3711308073.1204324, u'merchant_category_id': 389.461395034538, u'merchant_cardholder_distance': 999.9677089798583, u'purchase_amount_avg': 253.4390651336389, u'merchant_longitude': -99.92398076634855, u'purchase_dow': 4.03627740514566, u'w2_purchase_amount_max': 1550.574005906551, u'purchase_amount': 253.87922952745205, u'card_longitude': -98.94784431624568, u'purchase_amount_min': 89.26516030133085, u'card_fico_score': 572.2911577735509}
[2020-09-17 15:54:18,161] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (card_first_active_month_parsed)
[2020-09-17 15:54:18,161] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale card_first_active_month_parsed (avg=3688143513.26 std=23343374.5418 shift=3688143513.26 inv_scale=4.28387077545e-08)
[2020-09-17 15:54:18,208] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled card_first_active_month_parsed (avg=-7.90871877114e-15 std=1.0) nulls=0
[2020-09-17 15:54:18,208] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (w2_purchase_amount_min)
[2020-09-17 15:54:18,208] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale w2_purchase_amount_min (avg=83.7882256732 std=399.613622833 shift=83.7882256732 inv_scale=0.00250241719216)
[2020-09-17 15:54:18,211] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled w2_purchase_amount_min (avg=-2.95823823608e-15 std=1.0) nulls=0
[2020-09-17 15:54:18,211] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (signature_provided)
[2020-09-17 15:54:18,211] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale signature_provided (avg=0.188394734208 std=0.391029502386 shift=0.188394734208 inv_scale=2.55735179545)
[2020-09-17 15:54:18,213] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled signature_provided (avg=-3.00270370186e-15 std=1.0) nulls=0
[2020-09-17 15:54:18,213] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (purchase_amount_max)
[2020-09-17 15:54:18,214] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_amount_max (avg=712.04225473 std=1361.38801887 shift=712.04225473 inv_scale=0.000734544440041)
[2020-09-17 15:54:18,216] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_amount_max (avg=5.78650263266e-15 std=1.0) nulls=0
[2020-09-17 15:54:18,216] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (card_age)
[2020-09-17 15:54:18,217] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale card_age (avg=45.787779057 std=20.6197455193 shift=45.787779057 inv_scale=0.0484972037633)
[2020-09-17 15:54:18,219] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled card_age (avg=2.16348446149e-16 std=1.0) nulls=0
[2020-09-17 15:54:18,219] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (card_latitude)
[2020-09-17 15:54:18,219] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale card_latitude (avg=39.5834345155 std=5.32426523674 shift=39.5834345155 inv_scale=0.18781934324)
[2020-09-17 15:54:18,222] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled card_latitude (avg=-5.16583194503e-14 std=1.0) nulls=0
[2020-09-17 15:54:18,222] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (w2_purchase_amount_avg)
[2020-09-17 15:54:18,222] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale w2_purchase_amount_avg (avg=253.169896631 std=487.138223449 shift=253.169896631 inv_scale=0.00205280545)
[2020-09-17 15:54:18,225] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled w2_purchase_amount_avg (avg=2.19106178902e-14 std=1.0) nulls=0
[2020-09-17 15:54:18,225] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (days_active)
[2020-09-17 15:54:18,225] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale days_active (avg=268.108331665 std=254.629471048 shift=268.108331665 inv_scale=0.00392727517316)
[2020-09-17 15:54:18,227] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled days_active (avg=-6.05119618444e-17 std=1.0) nulls=0
[2020-09-17 15:54:18,227] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (purchase_day)
[2020-09-17 15:54:18,228] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_day (avg=16.0134147562 std=8.69515420167 shift=16.0134147562 inv_scale=0.11500658606)
[2020-09-17 15:54:18,230] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_day (avg=5.43792133379e-17 std=1.0) nulls=0
[2020-09-17 15:54:18,230] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (merchant_cardholder_distance)
[2020-09-17 15:54:18,231] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale merchant_cardholder_distance (avg=999.96770898 std=540.011349513 shift=999.96770898 inv_scale=0.00185181293116)
[2020-09-17 15:54:18,233] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled merchant_cardholder_distance (avg=3.61910338185e-14 std=1.0) nulls=0
[2020-09-17 15:54:18,233] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (purchase_month)
[2020-09-17 15:54:18,234] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_month (avg=7.79548753629 std=3.39911929747 shift=7.79548753629 inv_scale=0.294193852138)
[2020-09-17 15:54:18,236] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_month (avg=-9.51366742585e-15 std=1.0) nulls=0
[2020-09-17 15:54:18,236] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (purchase_date_parsed)
[2020-09-17 15:54:18,236] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_date_parsed (avg=3711308073.12 std=8988317.59225 shift=3711308073.12 inv_scale=1.11255525824e-07)
[2020-09-17 15:54:18,238] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_date_parsed (avg=1.20857618429e-14 std=1.0) nulls=0
[2020-09-17 15:54:18,239] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (merchant_latitude)
[2020-09-17 15:54:18,239] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale merchant_latitude (avg=39.6002598108 std=5.21060625154 shift=39.6002598108 inv_scale=0.191916247693)
[2020-09-17 15:54:18,241] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled merchant_latitude (avg=6.96956285634e-14 std=1.0) nulls=0
[2020-09-17 15:54:18,241] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (merchant_category_id)
[2020-09-17 15:54:18,242] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale merchant_category_id (avg=389.461395035 std=226.93114766 shift=389.461395035 inv_scale=0.00440662293524)
[2020-09-17 15:54:18,244] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled merchant_category_id (avg=-5.51721603187e-17 std=1.0) nulls=0
[2020-09-17 15:54:18,244] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (purchase_weekend)
[2020-09-17 15:54:18,244] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_weekend (avg=0.283637000701 std=0.450765565679 shift=0.283637000701 inv_scale=2.21844807177)
[2020-09-17 15:54:18,247] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_weekend (avg=-2.79982319795e-15 std=0.999999999999) nulls=0
[2020-09-17 15:54:18,247] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (purchase_amount_avg)
[2020-09-17 15:54:18,247] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_amount_avg (avg=253.439065134 std=475.421221546 shift=253.439065134 inv_scale=0.00210339790207)
[2020-09-17 15:54:18,249] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_amount_avg (avg=3.98607743847e-15 std=1.0) nulls=0
[2020-09-17 15:54:18,249] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (merchant_longitude)
[2020-09-17 15:54:18,250] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale merchant_longitude (avg=-99.9239807663 std=13.6329202736 shift=-99.9239807663 inv_scale=0.07335185565)
[2020-09-17 15:54:18,252] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled merchant_longitude (avg=4.08665159643e-13 std=1.0) nulls=0
[2020-09-17 15:54:18,252] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (purchase_dow)
[2020-09-17 15:54:18,253] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_dow (avg=4.03627740515 std=1.91791948068 shift=4.03627740515 inv_scale=0.521398322544)
[2020-09-17 15:54:18,255] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_dow (avg=-9.90775964402e-16 std=1.0) nulls=0
[2020-09-17 15:54:18,255] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (w2_purchase_amount_max)
[2020-09-17 15:54:18,255] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale w2_purchase_amount_max (avg=1550.57400591 std=4221.62537248 shift=1550.57400591 inv_scale=0.000236875589795)
[2020-09-17 15:54:18,257] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled w2_purchase_amount_max (avg=-1.3337697483e-14 std=1.0) nulls=0
[2020-09-17 15:54:18,258] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (purchase_amount)
[2020-09-17 15:54:18,258] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_amount (avg=253.879229527 std=678.063183443 shift=253.879229527 inv_scale=0.00147478881676)
[2020-09-17 15:54:18,260] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_amount (avg=4.18141789533e-14 std=1.0) nulls=0
[2020-09-17 15:54:18,260] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (card_longitude)
[2020-09-17 15:54:18,261] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale card_longitude (avg=-98.9478443162 std=13.6286754697 shift=-98.9478443162 inv_scale=0.0733747019088)
[2020-09-17 15:54:18,263] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled card_longitude (avg=-1.61024277582e-13 std=1.0) nulls=0
[2020-09-17 15:54:18,263] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (purchase_amount_min)
[2020-09-17 15:54:18,263] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_amount_min (avg=89.2651603013 std=368.879906097 shift=89.2651603013 inv_scale=0.00271090938669)
[2020-09-17 15:54:18,266] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_amount_min (avg=1.60002599261e-15 std=1.0) nulls=0
[2020-09-17 15:54:18,266] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RescalingProcessor2 (card_fico_score)
[2020-09-17 15:54:18,267] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale card_fico_score (avg=572.291157774 std=169.60312568 shift=572.291157774 inv_scale=0.00589611775131)
[2020-09-17 15:54:18,270] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled card_fico_score (avg=-1.6205710648e-16 std=1.0) nulls=0
[2020-09-17 15:54:18,270] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FlushDFBuilder(num_flagonly)
[2020-09-17 15:54:18,270] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (merchant_location)
[2020-09-17 15:54:18,293] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 102) nnz=17899
[2020-09-17 15:54:18,294] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (card_state_enName)
[2020-09-17 15:54:18,320] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 46) nnz=79885
[2020-09-17 15:54:18,321] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (purchase_date)
[2020-09-17 15:54:18,345] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 102) nnz=35175
[2020-09-17 15:54:18,346] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (card_first_active_month)
[2020-09-17 15:54:18,372] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 72) nnz=79911
[2020-09-17 15:54:18,373] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (card_location)
[2020-09-17 15:54:18,397] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 102) nnz=2559
[2020-09-17 15:54:18,398] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (merchant_id)
[2020-09-17 15:54:18,422] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 102) nnz=17899
[2020-09-17 15:54:18,423] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (item_category)
[2020-09-17 15:54:18,447] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 4) nnz=64443
[2020-09-17 15:54:18,448] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (card_state)
[2020-09-17 15:54:18,475] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 46) nnz=79885
[2020-09-17 15:54:18,476] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (merchant_state)
[2020-09-17 15:54:18,502] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 46) nnz=79889
[2020-09-17 15:54:18,503] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (card_id)
[2020-09-17 15:54:18,527] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 102) nnz=2559
[2020-09-17 15:54:18,528] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (merchant_subsector_description)
[2020-09-17 15:54:18,552] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 38) nnz=79904
[2020-09-17 15:54:18,553] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (card_reward_program)
[2020-09-17 15:54:18,579] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 3) nnz=64446
[2020-09-17 15:54:18,580] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FastSparseDummifyProcessor (merchant_state_enName)
[2020-09-17 15:54:18,606] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(79912, 46) nnz=79889
[2020-09-17 15:54:18,607] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:MultipleImputeMissingFromInput
[2020-09-17 15:54:18,607] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] MIMIFI: Imputing with map {}
[2020-09-17 15:54:18,607] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FlushDFBuilder(cat_flagpresence)
[2020-09-17 15:54:18,607] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:MultipleImputeMissingFromInput
[2020-09-17 15:54:18,607] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] MIMIFI: Imputing with map {}
[2020-09-17 15:54:18,607] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:FlushDFBuilder(interaction)
[2020-09-17 15:54:18,607] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:RealignTarget
[2020-09-17 15:54:18,607] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Realign target series = (79912,)
[2020-09-17 15:54:18,611] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] After realign target: (79912,)
[2020-09-17 15:54:18,611] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:DropRowsWhereNoTarget
[2020-09-17 15:54:18,612] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Deleting 0 rows because no target
[2020-09-17 15:54:18,612] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] MF before = (79912, 834) target before = (79912,)
[2020-09-17 15:54:18,618] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] MultiFrame, dropping rows: []
[2020-09-17 15:54:18,725] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] After DRWNT input_df=(79912, 40)
[2020-09-17 15:54:18,725] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] MF after = (79912, 834) target after = (79912,)
[2020-09-17 15:54:18,725] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:DumpPipelineState
[2020-09-17 15:54:18,725] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] ********* Pipeline state (Before feature selection)
[2020-09-17 15:54:18,725] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    input_df= (79912, 40) 
[2020-09-17 15:54:18,725] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    current_mf=(79912, 834) 
[2020-09-17 15:54:18,725] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    PPR: 
[2020-09-17 15:54:18,725] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]       target = <class 'pandas.core.series.Series'> ((79912,))
[2020-09-17 15:54:18,725] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:EmitCurrentMFAsResult
[2020-09-17 15:54:18,726] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] Set MF index len 79912
[2020-09-17 15:54:18,726] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] FIT/PROCESS WITH Step:DumpPipelineState
[2020-09-17 15:54:18,726] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] ********* Pipeline state (At end)
[2020-09-17 15:54:18,726] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    input_df= (79912, 40) 
[2020-09-17 15:54:18,726] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    current_mf=(0, 0) 
[2020-09-17 15:54:18,726] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    PPR: 
[2020-09-17 15:54:18,726] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]       UNPROCESSED = <class 'pandas.core.frame.DataFrame'> ((79912, 40))
[2020-09-17 15:54:18,726] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]       TRAIN = <class 'dataiku.doctor.multiframe.MultiFrame'> ((79912, 834))
[2020-09-17 15:54:18,726] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]       target = <class 'pandas.core.series.Series'> ((79912,))
[2020-09-17 15:54:18,731] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] END -  Preprocessing train set
[2020-09-17 15:54:18,731] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] START -  Preprocessing test set
[2020-09-17 15:54:18,766] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] Set MF index len 20088
[2020-09-17 15:54:18,766] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RemapValueToOutput
[2020-09-17 15:54:18,770] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:MultipleImputeMissingFromInput
[2020-09-17 15:54:18,770] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] MIMIFI: Imputing with map {u'card_first_active_month_parsed': 3688143513.264591, u'w2_purchase_amount_min': 83.78822567324104, u'signature_provided': 0.1883947342076284, u'purchase_amount_max': 712.0422547301954, u'card_age': 45.787779056962655, u'card_latitude': 39.58343451546729, u'w2_purchase_amount_avg': 253.1698966305378, u'days_active': 268.1083316648313, u'purchase_day': 16.013414756231857, u'merchant_latitude': 39.600259810791506, u'purchase_weekend': 0.28363700070077086, u'purchase_month': 7.795487536289919, u'purchase_date_parsed': 3711308073.1204324, u'merchant_category_id': 389.461395034538, u'merchant_cardholder_distance': 999.9677089798583, u'purchase_amount_avg': 253.4390651336389, u'merchant_longitude': -99.92398076634855, u'purchase_dow': 4.03627740514566, u'w2_purchase_amount_max': 1550.574005906551, u'purchase_amount': 253.87922952745205, u'card_longitude': -98.94784431624568, u'purchase_amount_min': 89.26516030133085, u'card_fico_score': 572.2911577735509}
[2020-09-17 15:54:18,776] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (card_first_active_month_parsed)
[2020-09-17 15:54:18,777] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale card_first_active_month_parsed (avg=3688153122.58 std=23429599.9149 shift=3688143513.26 inv_scale=4.28387077545e-08)
[2020-09-17 15:54:18,778] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled card_first_active_month_parsed (avg=0.000411650682157 std=1.00369378356) nulls=0
[2020-09-17 15:54:18,778] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (w2_purchase_amount_min)
[2020-09-17 15:54:18,779] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale w2_purchase_amount_min (avg=84.3180854241 std=538.625666457 shift=83.7882256732 inv_scale=0.00250241719216)
[2020-09-17 15:54:18,780] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled w2_purchase_amount_min (avg=0.00132593015007 std=1.34786612788) nulls=0
[2020-09-17 15:54:18,780] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (signature_provided)
[2020-09-17 15:54:18,780] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale signature_provided (avg=0.191557148546 std=0.393536169876 shift=0.188394734208 inv_scale=2.55735179545)
[2020-09-17 15:54:18,782] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled signature_provided (avg=0.0080874059872 std=1.00641043061) nulls=0
[2020-09-17 15:54:18,782] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (purchase_amount_max)
[2020-09-17 15:54:18,782] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_amount_max (avg=712.117355635 std=1317.70245922 shift=712.04225473 inv_scale=0.000734544440041)
[2020-09-17 15:54:18,783] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_amount_max (avg=5.51649522169e-05 std=0.967911015052) nulls=0
[2020-09-17 15:54:18,783] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (card_age)
[2020-09-17 15:54:18,784] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale card_age (avg=45.7579649542 std=20.5356933734 shift=45.787779057 inv_scale=0.0484972037633)
[2020-09-17 15:54:18,785] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled card_age (avg=-0.00144590061663 std=0.99592370595) nulls=0
[2020-09-17 15:54:18,785] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (card_latitude)
[2020-09-17 15:54:18,785] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale card_latitude (avg=39.6108516527 std=5.32010138829 shift=39.5834345155 inv_scale=0.18781934324)
[2020-09-17 15:54:18,787] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled card_latitude (avg=0.00514946871382 std=0.999217948718) nulls=0
[2020-09-17 15:54:18,787] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (w2_purchase_amount_avg)
[2020-09-17 15:54:18,787] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale w2_purchase_amount_avg (avg=253.366570442 std=605.48575123 shift=253.169896631 inv_scale=0.00205280545)
[2020-09-17 15:54:18,788] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled w2_purchase_amount_avg (avg=0.000403733071633 std=1.24294445002) nulls=0
[2020-09-17 15:54:18,788] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (days_active)
[2020-09-17 15:54:18,789] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale days_active (avg=267.363201912 std=255.323490371 shift=268.108331665 inv_scale=0.00392727517316)
[2020-09-17 15:54:18,790] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled days_active (avg=-0.00292632958069 std=1.00272560486) nulls=0
[2020-09-17 15:54:18,790] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (purchase_day)
[2020-09-17 15:54:18,790] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_day (avg=15.9050179211 std=8.7022764197 shift=16.0134147562 inv_scale=0.11500658606)
[2020-09-17 15:54:18,791] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_day (avg=-0.0124663499428 std=1.00081910198) nulls=0
[2020-09-17 15:54:18,792] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (merchant_cardholder_distance)
[2020-09-17 15:54:18,792] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale merchant_cardholder_distance (avg=1003.90753485 std=542.268873831 shift=999.96770898 inv_scale=0.00185181293116)
[2020-09-17 15:54:18,793] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled merchant_cardholder_distance (avg=0.00729582048668 std=1.00418051272) nulls=0
[2020-09-17 15:54:18,793] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (purchase_month)
[2020-09-17 15:54:18,793] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_month (avg=7.77847471127 std=3.39607723582 shift=7.79548753629 inv_scale=0.294193852138)
[2020-09-17 15:54:18,794] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_month (avg=-0.00500506852824 std=0.999105044167) nulls=0
[2020-09-17 15:54:18,794] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (purchase_date_parsed)
[2020-09-17 15:54:18,795] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_date_parsed (avg=3711253303.23 std=8980458.85574 shift=3711308073.12 inv_scale=1.11255525824e-07)
[2020-09-17 15:54:18,796] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_date_parsed (avg=-0.00609345342594 std=0.999125672138) nulls=0
[2020-09-17 15:54:18,796] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (merchant_latitude)
[2020-09-17 15:54:18,796] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale merchant_latitude (avg=39.5615785544 std=5.22503505033 shift=39.6002598108 inv_scale=0.191916247693)
[2020-09-17 15:54:18,798] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled merchant_latitude (avg=-0.00742356159022 std=1.00276912092) nulls=0
[2020-09-17 15:54:18,798] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (merchant_category_id)
[2020-09-17 15:54:18,798] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale merchant_category_id (avg=388.464058144 std=226.766975805 shift=389.461395035 inv_scale=0.00440662293524)
[2020-09-17 15:54:18,800] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled merchant_category_id (avg=-0.00439488761527 std=0.999276556537) nulls=0
[2020-09-17 15:54:18,800] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (purchase_weekend)
[2020-09-17 15:54:18,800] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_weekend (avg=0.281212664277 std=0.449602229264 shift=0.283637000701 inv_scale=2.21844807177)
[2020-09-17 15:54:18,801] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_weekend (avg=-0.00537826446424 std=0.997419198574) nulls=0
[2020-09-17 15:54:18,801] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (purchase_amount_avg)
[2020-09-17 15:54:18,802] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_amount_avg (avg=250.73487527 std=452.059991439 shift=253.439065134 inv_scale=0.00210339790207)
[2020-09-17 15:54:18,803] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_amount_avg (avg=-0.00568798728528 std=0.950862037603) nulls=0
[2020-09-17 15:54:18,803] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (merchant_longitude)
[2020-09-17 15:54:18,803] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale merchant_longitude (avg=-99.9205120968 std=13.7225040612 shift=-99.9239807663 inv_scale=0.07335185565)
[2020-09-17 15:54:18,804] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled merchant_longitude (avg=0.000254433349916 std=1.00657113705) nulls=0
[2020-09-17 15:54:18,805] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (purchase_dow)
[2020-09-17 15:54:18,805] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_dow (avg=4.04510155317 std=1.91434463661 shift=4.03627740515 inv_scale=0.521398322544)
[2020-09-17 15:54:18,806] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_dow (avg=0.00460089597572 std=0.998136082297) nulls=0
[2020-09-17 15:54:18,806] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (w2_purchase_amount_max)
[2020-09-17 15:54:18,806] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale w2_purchase_amount_max (avg=1527.52985912 std=4157.25628983 shift=1550.57400591 inv_scale=0.000236875589795)
[2020-09-17 15:54:18,807] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled w2_purchase_amount_max (avg=-0.00545859586141 std=0.984752535581) nulls=0
[2020-09-17 15:54:18,807] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (purchase_amount)
[2020-09-17 15:54:18,808] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_amount (avg=251.596079749 std=714.801612144 shift=253.879229527 inv_scale=0.00147478881676)
[2020-09-17 15:54:18,809] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_amount (avg=-0.0033671637601 std=1.05418142379) nulls=0
[2020-09-17 15:54:18,809] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (card_longitude)
[2020-09-17 15:54:18,809] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale card_longitude (avg=-98.9778844086 std=13.6013718481 shift=-98.9478443162 inv_scale=0.0733747019088)
[2020-09-17 15:54:18,811] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled card_longitude (avg=-0.00220418282197 std=0.997996604903) nulls=0
[2020-09-17 15:54:18,811] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (purchase_amount_min)
[2020-09-17 15:54:18,811] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale purchase_amount_min (avg=85.269194544 std=331.352857937 shift=89.2651603013 inv_scale=0.00271090938669)
[2020-09-17 15:54:18,812] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled purchase_amount_min (avg=-0.0108327010804 std=0.898267572887) nulls=0
[2020-09-17 15:54:18,812] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RescalingProcessor2 (card_fico_score)
[2020-09-17 15:54:18,812] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescale card_fico_score (avg=572.980734767 std=168.680499303 shift=572.291157774 inv_scale=0.00589611775131)
[2020-09-17 15:54:18,814] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]   Rescaled card_fico_score (avg=0.00406582715212 std=0.99456008624) nulls=0
[2020-09-17 15:54:18,814] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FlushDFBuilder(num_flagonly)
[2020-09-17 15:54:18,814] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (merchant_location)
[2020-09-17 15:54:18,821] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 102) nnz=4431
[2020-09-17 15:54:18,821] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (card_state_enName)
[2020-09-17 15:54:18,827] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 46) nnz=20079
[2020-09-17 15:54:18,827] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (purchase_date)
[2020-09-17 15:54:18,834] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 102) nnz=8754
[2020-09-17 15:54:18,834] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (card_first_active_month)
[2020-09-17 15:54:18,840] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 72) nnz=20084
[2020-09-17 15:54:18,841] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (card_location)
[2020-09-17 15:54:18,847] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 102) nnz=567
[2020-09-17 15:54:18,847] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (merchant_id)
[2020-09-17 15:54:18,852] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 102) nnz=4431
[2020-09-17 15:54:18,853] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (item_category)
[2020-09-17 15:54:18,858] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 4) nnz=16193
[2020-09-17 15:54:18,859] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (card_state)
[2020-09-17 15:54:18,865] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 46) nnz=20079
[2020-09-17 15:54:18,865] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (merchant_state)
[2020-09-17 15:54:18,871] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 46) nnz=20085
[2020-09-17 15:54:18,872] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (card_id)
[2020-09-17 15:54:18,878] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 102) nnz=570
[2020-09-17 15:54:18,878] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (merchant_subsector_description)
[2020-09-17 15:54:18,884] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 38) nnz=20087
[2020-09-17 15:54:18,884] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (card_reward_program)
[2020-09-17 15:54:18,890] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 3) nnz=16177
[2020-09-17 15:54:18,890] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FastSparseDummifyProcessor (merchant_state_enName)
[2020-09-17 15:54:18,898] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Dummifier: Append a sparse block shape=(20088, 46) nnz=20085
[2020-09-17 15:54:18,899] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:MultipleImputeMissingFromInput
[2020-09-17 15:54:18,899] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] MIMIFI: Imputing with map {}
[2020-09-17 15:54:18,899] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FlushDFBuilder(cat_flagpresence)
[2020-09-17 15:54:18,899] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:MultipleImputeMissingFromInput
[2020-09-17 15:54:18,899] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] MIMIFI: Imputing with map {}
[2020-09-17 15:54:18,899] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:FlushDFBuilder(interaction)
[2020-09-17 15:54:18,899] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:RealignTarget
[2020-09-17 15:54:18,899] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Realign target series = (20088,)
[2020-09-17 15:54:18,900] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] After realign target: (20088,)
[2020-09-17 15:54:18,900] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:DropRowsWhereNoTarget
[2020-09-17 15:54:18,901] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] Deleting 0 rows because no target
[2020-09-17 15:54:18,901] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] MF before = (20088, 834) target before = (20088,)
[2020-09-17 15:54:18,903] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] MultiFrame, dropping rows: []
[2020-09-17 15:54:18,921] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] After DRWNT input_df=(20088, 40)
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] MF after = (20088, 834) target after = (20088,)
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:DumpPipelineState
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] ********* Pipeline state (Before feature selection)
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    input_df= (20088, 40) 
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    current_mf=(20088, 834) 
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    PPR: 
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]       target = <class 'pandas.core.series.Series'> ((20088,))
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:EmitCurrentMFAsResult
[2020-09-17 15:54:18,922] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] Set MF index len 20088
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] PROCESS WITH Step:DumpPipelineState
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing] ********* Pipeline state (At end)
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    input_df= (20088, 40) 
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    current_mf=(0, 0) 
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]    PPR: 
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]       UNPROCESSED = <class 'pandas.core.frame.DataFrame'> ((20088, 40))
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]       TRAIN = <class 'dataiku.doctor.multiframe.MultiFrame'> ((20088, 834))
[2020-09-17 15:54:18,922] [321163/MainThread] [DEBUG] [dku.ml.preprocessing]       target = <class 'pandas.core.series.Series'> ((20088,))
[2020-09-17 15:54:18,922] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] END -  Preprocessing test set
[2020-09-17 15:54:18,923] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] START -  Hyperparameter searching
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] prepare multiframe shape=(79912,834) tn=66646608 nnz=2522319 fill_ratio=0.04
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] Algorithm is supported, using CSR
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK NUM_IMPUTED shape=(79912, 23)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:merchant_location shape=(79912, 102)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:card_state_enName shape=(79912, 46)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:purchase_date shape=(79912, 102)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:card_first_active_month shape=(79912, 72)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:card_location shape=(79912, 102)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:merchant_id shape=(79912, 102)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:item_category shape=(79912, 4)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:card_state shape=(79912, 46)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:merchant_state shape=(79912, 46)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:card_id shape=(79912, 102)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:merchant_subsector_description shape=(79912, 38)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:card_reward_program shape=(79912, 3)
[2020-09-17 15:54:18,924] [321163/MainThread] [INFO] [dataiku.doctor.multiframe] APPEND BLOCK dummy:merchant_state_enName shape=(79912, 46)
[2020-09-17 15:54:19,051] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] Create CLF from params: {u'computeLearningCurves': False, u'algorithm': u'LOGISTIC_REGRESSION', u'logit_grid': {u'penalty': {u'values': {u'l2': {u'enabled': True}, u'l1': {u'enabled': False}}}, u'multi_class': u'ovr', u'C': {u'values': [0.01, 0.1, 1.0, 10.0, 100.0], u'gridMode': u'EXPLICIT', u'randomMode': u'RANGE', u'limit': {u'min': 1e-23}, u'range': {u'scaling': u'LOGARITHMIC', u'max': 100.0, u'nbValues': 3, u'min': 0.01}}, u'n_jobs': 2, u'enabled': True}, u'autoOptimizeThreshold': True, u'gridLength': 5, u'metrics': {u'customEvaluationMetricGIB': True, u'customEvaluationMetricNeedsProba': False, u'thresholdOptimizationMetric': u'F1', u'liftPoint': 0.4, u'costMatrixWeights': {u'fnGain': 0.0, u'tpGain': 1.0, u'tnGain': 0.0, u'fpGain': -0.3}, u'evaluationMetric': u'ROC_AUC'}, u'forcedClassifierThreshold': 0.0, u'skipExpensiveReports': False, u'max_ensemble_nodes_serialized': 0, u'pluginAlgoCustomGridSearch': False, u'grid_search_params': {u'nIter': 0, u'nJobs': 4, u'nIterRandom': 5, u'bayesianOptimizer': u'SCIKIT_OPTIMIZE', u'strategy': u'GRID', u'randomized': True, u'shuffleIterations': 1, u'seed': 0, u'mode': u'KFOLD', u'timeout': 0, u'splitRatio': 0.8, u'nFolds': 3, u'stratified': True}} for algorithm LOGISTIC_REGRESSION
[2020-09-17 15:54:19,051] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] Using stratified K-Fold CV with k=3
[2020-09-17 15:54:19,086] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_runner] Fitting 3 folds for each of 5 candidates, totalling 15 fits
[2020-09-17 15:54:19,087] [321163/MainThread] [INFO] [dataiku.doctor.crossval.strategies.grid_search_strategy] Running GridSearchStrategy for hyperparameters space: <dataiku.doctor.prediction.common.HyperparametersSpace object at 0x7f2143b8af50>
[2020-09-17 15:54:19,087] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 0: {'penalty': u'l2', 'C': 1.0}
[2020-09-17 15:54:19,087] [321163/SS0-139780831004416] [INFO] [dataiku.doctor.crossval.distributed.search_slave_pool] Starting search slave 0
[2020-09-17 15:54:19,087] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 1: {'penalty': u'l2', 'C': 1.0}
[2020-09-17 15:54:19,087] [321163/SS1-139780822611712] [INFO] [dataiku.doctor.crossval.distributed.search_slave_pool] Starting search slave 1
[2020-09-17 15:54:19,088] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 2: {'penalty': u'l2', 'C': 1.0}
[2020-09-17 15:54:19,089] [321163/SS1-139780822611712] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=1: penalty=l2, C=1.0 ...............................................
[2020-09-17 15:54:19,090] [321163/SS0-139780831004416] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=0: penalty=l2, C=1.0 ...............................................
[2020-09-17 15:54:19,091] [321163/SS2-139780810741504] [INFO] [dataiku.doctor.crossval.distributed.search_slave_pool] Starting search slave 2
[2020-09-17 15:54:19,094] [321163/SS2-139780810741504] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=2: penalty=l2, C=1.0 ...............................................
[2020-09-17 15:54:19,094] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 0: {'penalty': u'l2', 'C': 0.01}
[2020-09-17 15:54:19,095] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.search_slave_pool] Starting search slave 3
[2020-09-17 15:54:19,095] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 1: {'penalty': u'l2', 'C': 0.01}
[2020-09-17 15:54:19,097] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=0: penalty=l2, C=0.01 ..............................................
[2020-09-17 15:54:20,790] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=0: penalty=l2, C=0.01 (ft=1.0s st=0.0s sc=0.746151027832, sg=1)
[2020-09-17 15:54:20,792] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=1: penalty=l2, C=0.01 ..............................................
[2020-09-17 15:54:20,794] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 2: {'penalty': u'l2', 'C': 0.01}
[2020-09-17 15:54:22,543] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=1: penalty=l2, C=0.01 (ft=1.0s st=0.0s sc=0.739298755399, sg=1)
[2020-09-17 15:54:22,555] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=2: penalty=l2, C=0.01 ..............................................
[2020-09-17 15:54:22,563] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 0: {'penalty': u'l2', 'C': 0.1}
[2020-09-17 15:54:29,732] [321163/SS2-139780810741504] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=2: penalty=l2, C=1.0 (ft=10.0s st=0.0s sc=0.748951792409, sg=1)
[2020-09-17 15:54:29,732] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 1: {'penalty': u'l2', 'C': 0.1}
[2020-09-17 15:54:29,734] [321163/SS2-139780810741504] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=0: penalty=l2, C=0.1 ...............................................
[2020-09-17 15:54:29,842] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=2: penalty=l2, C=0.01 (ft=6.0s st=0.0s sc=0.747789665758, sg=1)
[2020-09-17 15:54:29,853] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 2: {'penalty': u'l2', 'C': 0.1}
[2020-09-17 15:54:29,856] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=1: penalty=l2, C=0.1 ...............................................
[2020-09-17 15:54:30,169] [321163/SS0-139780831004416] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=0: penalty=l2, C=1.0 (ft=10.0s st=0.0s sc=0.743613396771, sg=1)
[2020-09-17 15:54:30,218] [321163/SS0-139780831004416] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=2: penalty=l2, C=0.1 ...............................................
[2020-09-17 15:54:30,230] [321163/SS1-139780822611712] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=1: penalty=l2, C=1.0 (ft=10.0s st=0.0s sc=0.738516497662, sg=1)
[2020-09-17 15:54:30,301] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 0: {'penalty': u'l2', 'C': 10.0}
[2020-09-17 15:54:30,302] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 1: {'penalty': u'l2', 'C': 10.0}
[2020-09-17 15:54:30,303] [321163/SS1-139780822611712] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=0: penalty=l2, C=10.0 ..............................................
[2020-09-17 15:54:35,865] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=1: penalty=l2, C=0.1 (ft=5.0s st=0.0s sc=0.741469272818, sg=1)
[2020-09-17 15:54:35,866] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 2: {'penalty': u'l2', 'C': 10.0}
[2020-09-17 15:54:35,885] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=1: penalty=l2, C=10.0 ..............................................
[2020-09-17 15:54:36,118] [321163/SS2-139780810741504] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=0: penalty=l2, C=0.1 (ft=6.0s st=0.0s sc=0.74713039669, sg=1)
[2020-09-17 15:54:36,168] [321163/SS2-139780810741504] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=2: penalty=l2, C=10.0 ..............................................
[2020-09-17 15:54:36,174] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 0: {'penalty': u'l2', 'C': 100.0}
[2020-09-17 15:54:36,213] [321163/SS0-139780831004416] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=2: penalty=l2, C=0.1 (ft=5.0s st=0.0s sc=0.750409866526, sg=1)
[2020-09-17 15:54:36,251] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 1: {'penalty': u'l2', 'C': 100.0}
[2020-09-17 15:54:36,258] [321163/SS0-139780831004416] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=0: penalty=l2, C=100.0 .............................................
[2020-09-17 15:54:55,309] [321163/SS2-139780810741504] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=2: penalty=l2, C=10.0 (ft=18.0s st=0.0s sc=0.747792860334, sg=1)
[2020-09-17 15:54:55,317] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_evaluator] Schedule evaluation on split 2: {'penalty': u'l2', 'C': 100.0}
[2020-09-17 15:54:55,320] [321163/SS2-139780810741504] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=1: penalty=l2, C=100.0 .............................................
[2020-09-17 15:54:55,990] [321163/SS1-139780822611712] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=0: penalty=l2, C=10.0 (ft=25.0s st=0.0s sc=0.74137713684, sg=1)
[2020-09-17 15:54:55,992] [321163/SS1-139780822611712] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Fit s=2: penalty=l2, C=100.0 .............................................
[2020-09-17 15:54:56,545] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=1: penalty=l2, C=10.0 (ft=20.0s st=0.0s sc=0.736106044187, sg=1)
[2020-09-17 15:55:03,132] [321163/SS0-139780831004416] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=0: penalty=l2, C=100.0 (ft=26.0s st=0.0s sc=0.740697542531, sg=1)
[2020/09/17-15:55:07.885] [process-resource-monitor-321163-122064] [DEBUG] [dku.resource]  - Process stats for pid 321163: {"pid":321163,"commandName":"/data/home/dkuacademy/dss/data-dir-design-33333/bin/python","cpuUserTimeMS":135010,"cpuSystemTimeMS":910,"cpuChildrenUserTimeMS":0,"cpuChildrenSystemTimeMS":0,"cpuTotalMS":135920,"cpuCurrent":2.025594881023795,"vmSizeMB":2545,"vmRSSMB":551,"vmHWMMB":551,"vmRSSAnonMB":530,"vmDataMB":1876,"vmSizePeakMB":2545,"vmRSSPeakMB":551,"vmRSSTotalMBS":28685,"majorFaults":143,"childrenMajorFaults":0}
[2020-09-17 15:55:15,371] [321163/SS2-139780810741504] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=1: penalty=l2, C=100.0 (ft=19.0s st=0.0s sc=0.735659184693, sg=1)
[2020-09-17 15:55:16,740] [321163/SS1-139780822611712] [INFO] [dataiku.doctor.crossval.distributed.local_search_slave] Done s=2: penalty=l2, C=100.0 (ft=20.0s st=0.0s sc=0.74745345333, sg=1)
[2020-09-17 15:55:17,263] [321163/Thread-1] [INFO] [dataiku.doctor.crossval.search_runner] Completed search for hyperparameters
[2020-09-17 15:55:17,263] [321163/Thread-1] [INFO] [dataiku.doctor.crossval.distributed.search_slave_pool] Slave pool has been soft interrupted
[2020-09-17 15:55:17,264] [321163/MainThread] [INFO] [dataiku.doctor.crossval.distributed.search_slave_pool] Slave pool has been hard interrupted (shutdown)
[2020-09-17 15:55:17,264] [321163/MainThread] [INFO] [dataiku.doctor.crossval.distributed.search_slave_pool] Stopping search slave 0
[2020-09-17 15:55:17,264] [321163/SS1-139780822611712] [INFO] [dataiku.doctor.crossval.distributed.search_slave_pool] Stopping search slave 1
[2020-09-17 15:55:17,264] [321163/SS2-139780810741504] [INFO] [dataiku.doctor.crossval.distributed.search_slave_pool] Stopping search slave 2
[2020-09-17 15:55:17,264] [321163/SS3-139780755351296] [INFO] [dataiku.doctor.crossval.distributed.search_slave_pool] Stopping search slave 3
[2020-09-17 15:55:17,264] [321163/MainThread] [INFO] [dataiku.doctor.crossval.search_runner] Hyperparameter search done, best_parameters being : {'penalty': u'l2', 'C': 0.1}
[2020-09-17 15:55:17,265] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] END -  Hyperparameter searching
[2020-09-17 15:55:17,265] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] START -  Fitting model
[2020-09-17 15:55:17,289] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] Fitting model:
[2020-09-17 15:55:17,289] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common]   Model is: LogisticRegression(C=0.1,
          class_weight={0: 5.349578256794752, 1: 0.5515508744806261},
          dual=False, fit_intercept=True, intercept_scaling=1,
          max_iter=100, multi_class=u'ovr', n_jobs=None, penalty=u'l2',
          random_state=1337, solver='liblinear', tol=0.0001, verbose=0,
          warm_start=False)
[2020-09-17 15:55:17,290] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common]   train_X class: <class 'scipy.sparse.csr.csr_matrix'>
[2020-09-17 15:55:17,290] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common]   train_X shape: (79912, 834)
[2020-09-17 15:55:17,290] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common]   train_y shape: (79912,)
[2020-09-17 15:55:19,597] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_fit] LR Params are {'warm_start': False, 'C': 0.1, 'n_jobs': None, 'verbose': 0, 'intercept_scaling': 1, 'fit_intercept': True, 'max_iter': 100, 'penalty': u'l2', 'multi_class': u'ovr', 'random_state': 1337, 'dual': False, 'tol': 0.0001, 'solver': 'liblinear', 'class_weight': {0: 5.349578256794752, 1: 0.5515508744806261}} 
[2020-09-17 15:55:19,597] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_fit] Output params are {'resolved': {'logit': {'penalty': u'l2', 'multi_class': u'ovr', 'C': 0.1}, 'skipExpensiveReports': False, 'algorithm': u'LOGISTIC_REGRESSION'}, 'other': {}}
[2020-09-17 15:55:19,597] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] END -  Fitting model
[2020-09-17 15:55:19,597] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] START -  Saving model
[2020-09-17 15:55:19,633] [321163/MainThread] [INFO] [dataiku.doctor.prediction_entrypoints] PICKLING LogisticRegression(C=0.1,
          class_weight={0: 5.349578256794752, 1: 0.5515508744806261},
          dual=False, fit_intercept=True, intercept_scaling=1,
          max_iter=100, multi_class=u'ovr', n_jobs=None, penalty=u'l2',
          random_state=1337, solver='liblinear', tol=0.0001, verbose=0,
          warm_start=False)
[2020-09-17 15:55:19,634] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] END -  Saving model
[2020-09-17 15:55:19,634] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] START -  Scoring model
[2020-09-17 15:55:19,634] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Intrinsic scoring
[2020-09-17 15:55:19,634] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Computing regression coeffs
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] FEATURES 834 CLF COEF 834
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] CLF Intercept: [1.17174271]
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=card_age i=0.24134055655708697
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=card_fico_score i=0.00547294392248653
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=card_first_active_month_parsed i=0.008687732081133085
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=card_latitude i=-0.06386337629415509
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=card_longitude i=-0.046002263653401924
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=days_active i=0.03060631713291512
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=merchant_cardholder_distance i=-0.23654547998869932
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=merchant_category_id i=0.0007423040988409696
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=merchant_latitude i=-0.02291873456280363
[2020-09-17 15:55:19,635] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=merchant_longitude i=-0.07270917901224494
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=purchase_amount i=-0.1451649529639928
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=purchase_amount_avg i=-0.01077681303206884
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=purchase_amount_max i=0.06966582556444188
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=purchase_amount_min i=-0.0442609463859245
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=purchase_date_parsed i=0.09747536538098492
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=purchase_day i=0.028129416449727794
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=purchase_dow i=0.007061749917452899
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=purchase_month i=-0.04217965357633549
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=purchase_weekend i=0.04323649075777322
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=signature_provided i=0.36565803532610675
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=w2_purchase_amount_avg i=-0.017206082390471743
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=w2_purchase_amount_max i=0.016575858082643457
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=w2_purchase_amount_min i=-0.1668202454916499
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-102.341 37.863) i=-0.011122414175751225
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-117.15 35.313) i=0.2157569277557954
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-86.725 43.85) i=0.16358004427424164
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-112.971 41.217) i=0.30718370085214497
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-118.497 48.239) i=-0.7840862471780217
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-94.587 31.773) i=-0.8116101092263502
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-117.095 41.496) i=0.38676880572764183
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-101.093 42.253) i=0.29482823639447964
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-70.23 44.613) i=0.11551653336461688
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-108.921 39.587) i=0.26247104042210984
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-106.856 34.481) i=0.4319394257560809
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-81.7 33.317) i=-0.10734022708863612
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-82.683 41.395) i=0.45945226849124776
[2020-09-17 15:55:19,636] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-106.502 33.791) i=0.28828993070887515
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-119.329 46.725) i=-0.11103400947252703
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-106.921 45.388) i=0.002899998165627256
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-108.195 34.913) i=-0.5975461671760217
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-85.007 39.871) i=0.18544275807056265
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-112.398 48.639) i=0.23205808271500472
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-89.873 32.609) i=0.43662822998182593
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-109.829 44.691) i=-0.3965123372985981
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-81.204 33.194) i=0.15482205247322953
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-114.143 40.745) i=0.38103090279615254
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-86.111 38.039) i=-0.8846454950719163
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-123.005 41.162) i=-0.15601385622211877
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-89.291 44.786) i=0.009642806896619801
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-119.316 41.683) i=0.44076282701505365
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-110.114 43.29) i=0.30894864391102067
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-84.713 43.116) i=-0.13266682319544743
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-106.778 32.528) i=0.3328265120713969
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-77.576 40.957) i=0.2039237640389543
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-121.724 42.468) i=-0.2985689047269605
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-109.566 33.971) i=-0.11234549921101357
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-77.38 38.07) i=-0.011876683308817542
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-87.343 41.28) i=-0.23922170790346517
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-108.096 32.129) i=-0.15508567186922212
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-98.47 45.504) i=-0.4455049642809902
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-70.486 44.085) i=0.19313322583519643
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-108.224 40.17) i=-0.9697389548170152
[2020-09-17 15:55:19,637] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-120.811 36.055) i=0.12217510404817997
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-114.966 44.385) i=0.36211862879927653
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-100.342 30.318) i=-0.10073079273964511
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-90.112 36.324) i=-0.1260138889117736
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-84.307 32.458) i=-0.05910499311351609
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-78.022 36.182) i=0.07022005176956772
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-101.702 39.934) i=-0.508533473069708
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-107.021 43.385) i=0.19556307667862668
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-115.252 33.619) i=-0.2629990910052377
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-103.261 32.515) i=0.5054424606005209
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-87.601 36.17) i=0.2363819219373217
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-94.081 42.256) i=-0.03583727283706714
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-114.046 33.117) i=0.0852945451116154
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-95.478 36.324) i=0.22712673651662807
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-121.041 43.985) i=0.3330073227928968
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-104.178 41.844) i=0.050850947918684636
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-74.452 44.277) i=0.22572493080820552
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-86.892 33.46) i=0.26485711978536014
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-111.527 40.255) i=0.0497589031235481
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-105.927 35.127) i=0.09263813097411985
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-89.889 41.141) i=0.5312746167754031
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-99.546 33.566) i=0.039564216760710265
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-99.09 48.364) i=0.046622795513452754
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-115.723 46.111) i=0.3369675894123571
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-118.42 34.201) i=0.173263890626307
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-121.255 38.375) i=0.07893778822685388
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-103.721 30.243) i=0.11078004722853799
[2020-09-17 15:55:19,638] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-121.108 45.661) i=0.025447282110929895
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-103.634 32.102) i=-0.06590330684334592
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-107.084 48.473) i=0.007480193693889732
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-81.959 29.533) i=0.17694376229315167
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-112.572 39.909) i=0.19409373727039841
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-116.637 44.897) i=0.36599445526599017
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-94.009 37.72) i=0.40759589342013497
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-102.687 45.549) i=0.0028908618296087274
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-68.133 46.742) i=-0.022616408637025086
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-117.37 47.009) i=0.30992606517257415
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-89.927 42.682) i=0.4005646775229773
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-85.188 36.297) i=-0.23825643036968885
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-96.981 29.944) i=0.09346432343802934
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-102.124 35.589) i=0.04720848441364283
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-116.212 41.579) i=0.13827883976287528
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-110.617 39.478) i=0.39723209849814434
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-85.084 41.673) i=0.5100403719204278
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-119.091 38.826) i=-0.051581442588297104
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-82.368 38.58) i=0.4932618684015819
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-88.187 41.863) i=0.18571408030745193
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-97.233 30.454) i=0.07299616568081657
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-67.792 44.775) i=-0.07890570808254743
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-92.727 46.657) i=0.12263004309388967
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-100.158 47.053) i=0.17839667695623423
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-112.14 35.945) i=0.2847360172958021
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-90.163 37.407) i=0.17792867407360513
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-115.408 48.423) i=0.22636368957065556
[2020-09-17 15:55:19,639] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-99.012 38.207) i=0.38865918770548497
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-116.498 46.893) i=-0.05756821628613997
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-120.586 41.769) i=-0.2912189087824586
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-94.298 45.265) i=0.6284230854762577
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-114.465 39.09) i=-0.257967218324332
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-88.854 47.051) i=0.4464699013273084
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-73.223 44.593) i=-0.1396297533542442
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_location:POINT(-88.764 40.875) i=0.5137138517661193
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Montana i=0.08180524212805365
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:California i=-0.09571366573555211
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Nevada i=-0.018640892353015075
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Michigan i=0.20061635810138503
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Wyoming i=0.12918886922383846
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Colorado i=0.016193466798946177
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Minnesota i=0.09021684060770657
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Oregon i=0.05511313320527421
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Arizona i=0.03315628450132413
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Idaho i=0.05113992675965192
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Utah i=0.02513627139284176
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Washington i=0.03444783286435846
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Kansas i=0.149737258330827
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:South Dakota i=0.10162533010733749
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Nebraska i=0.12985661842038362
[2020-09-17 15:55:19,640] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:North Dakota i=0.1198625535174151
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Missouri i=0.09749026624531694
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Oklahoma i=0.0489097074571857
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Wisconsin i=0.09946995577702726
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Iowa i=-0.058479770793433666
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:New York i=0.06287136354645234
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Georgia i=0.017634452665146797
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Illinois i=0.05520495627918268
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Alabama i=0.11571963663592688
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Arkansas i=-0.03507065769257734
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Florida i=-0.07103972797834257
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:North Carolina i=-0.04545953251565608
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Ohio i=-0.023775745304062297
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Maine i=-0.0094747920522689
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Pennsylvania i=0.006566622525806466
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Kentucky i=0.10806699771116751
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Mississippi i=0.085118404317139
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Tennessee i=0.04732127543474817
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Virginia i=0.00012918243893838752
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Indiana i=0.16046494791007881
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Louisiana i=0.10443099000668145
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:South Carolina i=0.13357274544179987
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:West Virginia i=0.00185137238087854
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Vermont i=-0.11353138965007448
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Maryland i=0.23115036209983109
[2020-09-17 15:55:19,641] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:New Hampshire i=-0.2029583137013837
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Massachusetts i=0.025859032728815172
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:New Jersey i=0.1154188705865068
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Connecticut i=0.1554959562666949
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:Delaware i=0.02807090101456013
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state_enName:N/A i=0.04755636421554507
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-23 i=0.03160217135316409
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-22 i=0.11440311149811946
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-16 i=0.07818414206974372
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-20 i=-0.294718115304888
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-21 i=-0.19555809684942477
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-09 i=-0.2361092244303082
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-02 i=-0.045807508811627776
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-24 i=-0.22696875947069148
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-29 i=0.12142852073947243
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-15 i=0.003335807666352072
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-30 i=-0.08254301346063465
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-28 i=-0.27171001361802954
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-14 i=-0.24122196603217605
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-07 i=-0.4741789144408155
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-13 i=0.08877808482881548
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-25 i=-0.008548253952982001
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-18 i=0.12377602737465059
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-19 i=-0.09211431007269774
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-06 i=-0.41459368898716226
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-08 i=0.047259950119689434
[2020-09-17 15:55:19,642] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-01 i=-0.16769453431653986
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-27 i=0.28684130906715904
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-14 i=-0.030953689918158608
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-11 i=-0.3807049125229697
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-30 i=0.12252413779137061
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-12 i=-0.017186535682922846
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-18 i=0.059119484018516195
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-17 i=-0.14542144837589857
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-16 i=-0.27071826929668363
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-11 i=-0.011702137505605236
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-21 i=-0.14763580825351003
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-26 i=-0.24378241508612158
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-29 i=0.10892988100317211
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-10 i=-0.10163254002399422
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-27 i=0.08403945917392308
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-05 i=-0.21334926940384402
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-04 i=-0.2417926487672276
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-21 i=-0.06891909506124635
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-23 i=-0.004764621848517817
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-08 i=0.24200003654436067
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-24 i=-0.2891953956910861
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-28 i=-0.062183926259650135
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-01 i=-0.2160342115785295
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-17 i=0.1370293121188624
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-22 i=0.11454275983868197
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-07 i=0.22371951811950766
[2020-09-17 15:55:19,643] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-28 i=0.1614605318388267
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-10 i=0.4061679705307853
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-04 i=0.19845756044837332
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-09 i=-0.1088692232292014
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-11 i=0.022190956065202737
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-20 i=-0.03602378000314446
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-13 i=-0.10228159183085095
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-31 i=-0.015968333308241472
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-03 i=-0.12070101735844249
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-23 i=-0.24047641505907763
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-20 i=-0.044399161470474215
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-14 i=-0.040066375024938004
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-15 i=0.6662337118845835
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-30 i=0.44397292547600004
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-08-12 i=0.08456972498926257
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-16 i=0.49778448538068776
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-27 i=0.20239230488592996
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-06 i=0.3299607643913204
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-13 i=0.28450176357214296
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-02 i=0.11992340758573757
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-15 i=-0.16431914781052362
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-12 i=0.14981907204468084
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-05 i=-0.5611164262817541
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-19 i=0.025763797058730248
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-27 i=0.25708634582425216
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-22 i=0.3711802421683166
[2020-09-17 15:55:19,644] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-08-26 i=0.13221837732430436
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-07 i=0.1298645661426744
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-20 i=0.005344131052809574
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-12 i=0.35324756834740023
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-08-10 i=-0.04028256756861961
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-08-19 i=0.05842258743131901
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-09 i=0.08125964784174053
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-08 i=-0.28486845276606043
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-07-29 i=-0.024864612939760056
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-31 i=0.20553361314797386
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-26 i=0.10049702931193209
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-08-04 i=-0.3120036997956347
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-08-05 i=0.2384775437341718
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-08-18 i=0.126357871964101
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-12-03 i=0.13483175791092306
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-26 i=-0.013494337896372164
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-17 i=0.0939355673073114
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-11-06 i=-0.20509687821296846
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-08-11 i=0.21290252112335156
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-19 i=0.06366748342552028
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-07-08 i=-0.22153833463181444
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-21 i=-0.09430766096837
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-09 i=-0.17949621449326192
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-16 i=0.027925176032827743
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-28 i=0.2346984969254258
[2020-09-17 15:55:19,645] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-08-23 i=0.15121760901874975
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-10-30 i=0.21127036738925575
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-06 i=0.19204467343473158
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:purchase_date:2017-09-13 i=0.10648131943547261
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-12 i=0.1507007499169252
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-01 i=0.12485824868985378
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-11 i=0.10923264214019886
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-07 i=0.15163332265771914
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-08 i=0.01603605280968408
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-03 i=0.047818750003177805
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-04 i=0.08334712200381633
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-02 i=-0.062272761958947806
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-06 i=0.06040033618640272
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-05 i=0.08642606734746087
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-09 i=0.051504156207050136
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-08 i=-0.0808285511514612
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-10 i=0.00045667784694281564
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-10 i=-0.05548462892311678
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-09 i=-0.008649148552779602
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-07 i=0.04669278275943423
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-06 i=-0.07938376256903441
[2020-09-17 15:55:19,646] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-05 i=0.08355134316862366
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-11 i=0.007224449825016364
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-04 i=-0.08383676710724333
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-12 i=0.10145698958774406
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-03 i=-0.07722773403980308
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-02 i=-0.03756797467213347
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2016-01 i=0.0529021639402558
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-11 i=0.24095290896614385
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2017-12 i=0.2238026802952309
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-10 i=-0.10441419124793322
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-07 i=-0.1065391101989666
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-08 i=-0.2546832411858488
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-09 i=0.27822871967364854
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-06 i=-0.09356321147957276
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-05 i=-0.03862134405400732
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-04 i=0.15150983893449596
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-02 i=0.1487552925830598
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-03 i=-0.18866181094793436
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-07 i=-0.5035427243591325
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-12 i=-0.07573490325331529
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2015-01 i=-0.0029090797136812506
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-11 i=-0.00485296696605508
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-09 i=-0.05493588628100158
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-10 i=-0.3011825570078826
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-05 i=0.020132255719277438
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-04 i=0.26586921129105884
[2020-09-17 15:55:19,647] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-08 i=0.1824300757220579
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-06 i=-0.0012896278678358613
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-03 i=-0.035961456942243085
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-10 i=0.10271243297723387
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-12 i=0.08646509047865318
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-06 i=0.055382217522727026
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-09 i=0.36152280530534325
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-01 i=0.03953673562944215
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2014-02 i=-0.004870569706806526
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-07 i=0.05510963926068924
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-08 i=0.6014648904477699
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-05 i=0.11358568249926441
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-11 i=-0.07797703187999606
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2012-09 i=-0.5656729572272553
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-03 i=-0.04111634023125076
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2012-05 i=0.002511122762012993
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-02 i=0.05670602319148327
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2012-08 i=-0.30316430265354316
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2012-11 i=-0.0559556037712478
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2012-12 i=0.18814042669821543
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-01 i=0.16105373038046092
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2012-06 i=-0.09172490902694576
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2012-04 i=0.0881624656911358
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2012-10 i=0.1158967405251786
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2012-07 i=-0.04116314992512719
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2013-04 i=0.10166061453747326
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2011-11 i=0.047578776646787814
[2020-09-17 15:55:19,648] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_first_active_month:2012-02 i=0.02816709476425902
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-102.17 32.474) i=0.5525119435157247
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-80.554 42.004) i=0.3275641551752917
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-73.818 44.293) i=-0.4584843875431227
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-91.108 42.029) i=0.06575346653277116
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-117.577 36.574) i=0.345400435648098
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-98.141 38.177) i=0.12019362873909209
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-124.269 42.363) i=0.2937254302145878
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-110.495 37.154) i=0.22213589734919098
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-108.085 35.844) i=0.24821914759208427
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-106.468 42.756) i=-0.10860875505851168
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-90.411 34.215) i=-0.04517581687222535
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-79.038 38.535) i=-0.11666972128397533
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-102.167 35.313) i=-0.05840100422437929
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-111.734 40.475) i=0.05851351005109517
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-112.126 37.715) i=-0.22110641421750302
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-87.212 35.429) i=0.22032656403555
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-97.376 35.329) i=0.18601173380760935
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-83.687 43.256) i=-0.47139942042776534
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-87.918 32.47) i=0.0653014497057208
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-111.335 45.648) i=0.3299633160735304
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-99.99 29.789) i=-0.3146838626725213
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-92.767 39.911) i=0.5772592550484714
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-93.73 42.751) i=0.2671789084223722
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-77.32 40.708) i=0.18606544087130505
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-100.499 41.073) i=0.35347568633572485
[2020-09-17 15:55:19,649] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-112.03 47.753) i=0.20624836582523717
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-94.972 40.984) i=0.37254145848537507
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-112.748 36.936) i=-0.13925599427554908
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-82.526 30.9) i=0.09012935377285808
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-92.588 48.22) i=-0.10432882472156568
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-109.051 31.461) i=0.1398353806523921
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-99.577 34.995) i=0.3867806448848263
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-120.104 37.103) i=-0.03547973311567976
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-120.663 47.369) i=0.15254299000550217
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-108.192 34.36) i=0.25329353089470463
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-88.834 38.639) i=-0.2728391027544258
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-91.563 34.99) i=-0.011950510164478187
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-108.131 33.395) i=0.03653283102879576
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-80.852 33.35) i=0.20997113799445188
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-105.597 38.296) i=-0.4173440778521027
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-109.394 31.442) i=0.10243590740525303
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-117.083 38.728) i=-0.026616882635704678
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-95.512 45.864) i=0.3755201216986849
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-120.144 40.127) i=-0.21086595563001656
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-98.118 45.563) i=0.3265894289868228
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-81.949 41.377) i=0.06985222039878503
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-85.794 45.33) i=-0.22555200189347915
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-108.358 38.384) i=0.4264701446446191
[2020-09-17 15:55:19,650] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-105.048 34.17) i=-0.044296843799067204
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-112.296 38.067) i=0.29542043826804876
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-95.743 43.102) i=0.29445291174539273
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-120.494 47.592) i=-0.15394521426168215
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-118.273 46.956) i=0.03224777067289004
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-98.152 27.287) i=-0.054797838209137834
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-111.883 36.279) i=-0.078861220850001
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-92.498 44.115) i=0.3501884289977484
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-121.153 42.362) i=0.16621927115138554
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-80.633 41.046) i=-0.2985486505738716
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-97.009 30.184) i=0.2200124218657129
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-104.4 48.753) i=0.3925153607611835
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-121.291 41.725) i=-0.1288096967908803
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-78.319 42.35) i=-0.23207817539152334
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-98.445 29.095) i=-0.03148320458015961
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-94.112 33.994) i=-0.09004125749464219
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-117.135 36.9) i=0.3666798101838986
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-82.636 30.517) i=0.3715180115627678
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-80.662 35.35) i=0.17762670175158798
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-95.534 47.447) i=0.25501543837325447
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-70.378 45.205) i=0.310003775187243
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-120.702 48.06) i=0.29993819978988423
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-108.613 31.768) i=-0.3118257241149322
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-107.421 32.16) i=0.2885316713152592
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-111.994 36.618) i=-0.2434878337589066
[2020-09-17 15:55:19,651] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-86.614 38.567) i=0.334797879626402
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-89.379 45.291) i=0.2397353229324411
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-105.299 46.351) i=0.23084069946596117
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-109.306 39.762) i=0.16694898142189282
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-82.484 35.98) i=0.36603317917238054
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-99.212 42.624) i=0.06194237565772331
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-98.969 36.456) i=0.08466514427853263
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-115.257 46.56) i=0.42061849026206666
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-122.502 42.436) i=0.25714156430933693
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-95.796 40.479) i=0.315740288235688
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-116.513 34.846) i=0.14008184676985871
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-108.934 41.303) i=0.018123401686098925
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-81.982 31.191) i=0.37453168724124825
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-97.173 32.242) i=0.053105552636441115
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-103.86 36.365) i=0.2466819766000452
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-100.812 34.016) i=0.06477127967356108
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-108.621 35.357) i=-0.4097438464128043
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-83.089 37.624) i=0.06576963063269001
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-114.736 45.846) i=0.11809088598320588
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-106.531 46.434) i=-0.2979141513218643
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-96.703 33.992) i=0.29133261237681635
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-118.073 46.795) i=0.0922268940264649
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-120.222 36.701) i=0.10308149842410867
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-107.543 43.189) i=0.29584043802764665
[2020-09-17 15:55:19,652] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-94.806 45.261) i=0.3412558330760766
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-79.06 37.439) i=0.28498630145343906
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-85.832 32.537) i=0.011038357123026952
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_location:POINT(-114.818 45.038) i=0.4023334415873229
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_00a6ca8a8a i=-0.011122414175751225
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_50f575c681 i=0.2157569277557954
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_2637773dd2 i=0.16358004427424164
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_26d4fadb60 i=0.30718370085214497
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_445742726b i=-0.7840862471780217
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_3111c6df35 i=-0.8116101092263502
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_48257bb851 i=0.38676880572764183
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1ac6bbc867 i=0.29482823639447964
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_59764e8cb1 i=0.11551653336461688
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_5e8220e564 i=0.26247104042210984
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_548f18cdd2 i=0.4319394257560809
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1691e83915 i=-0.10734022708863612
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_3f3084da59 i=0.45945226849124776
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_522bd82b6f i=0.28828993070887515
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_3f897c07d9 i=-0.11103400947252703
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_6464db3b45 i=0.002899998165627256
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_19171c737a i=-0.5975461671760217
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_3f644b8667 i=0.18544275807056265
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_06373fb834 i=0.23205808271500472
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_2c049b075c i=0.43662822998182593
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_29ec8d2ab8 i=-0.3965123372985981
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_3056b5cb36 i=0.15482205247322953
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_309752ddea i=0.38103090279615254
[2020-09-17 15:55:19,653] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_183cdc29e4 i=-0.8846454950719163
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_620909e2a7 i=-0.15601385622211877
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_35baecb1f2 i=0.009642806896619801
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1e1f6cc067 i=0.44076282701505365
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_076cd8a829 i=0.30894864391102067
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_4852daada8 i=-0.13266682319544743
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_17511eed62 i=0.3328265120713969
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_0136f79f8d i=0.2039237640389543
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_50076f761c i=-0.2985689047269605
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_4e461f7e14 i=-0.11234549921101357
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_42846e7bc8 i=-0.23922170790346517
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_5acc84335e i=-0.011876683308817542
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_16b4e56aec i=-0.15508567186922212
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_5a0a412718 i=-0.4455049642809902
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_4175b91078 i=0.19313322583519643
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1025b02fd3 i=-0.9697389548170152
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_666a8e59c4 i=0.12217510404817997
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_0f5fd331f8 i=0.36211862879927653
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_291c045ffd i=-0.10073079273964511
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1449f22bfb i=-0.05910499311351609
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_6623458c63 i=-0.1260138889117736
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_50d57cdf98 i=0.07022005176956772
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_384ffe1bef i=-0.508533473069708
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_39733f2b05 i=0.19556307667862668
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1435ba0058 i=-0.2629990910052377
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_257157f6ee i=0.5054424606005209
[2020-09-17 15:55:19,654] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_28a12189ea i=0.2363819219373217
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_22c9cfa265 i=-0.03583727283706714
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_06626b531d i=0.0852945451116154
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_66d8fc449e i=0.22712673651662807
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_6746ac15d1 i=0.3330073227928968
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_4c5756bc43 i=0.050850947918684636
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_5f46f15bf1 i=0.22572493080820552
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1c8cd070e3 i=0.26485711978536014
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_3887fa8e1a i=0.09263813097411985
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_174e1dbf8c i=0.5312746167754031
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1ecac79f34 i=0.0497589031235481
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_59ed262f95 i=0.046622795513452754
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_54d3887e8a i=0.3369675894123571
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_4885bb4884 i=0.039564216760710265
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1ec49665f3 i=0.07893778822685388
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_4d3d928d6f i=0.173263890626307
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_453711c584 i=0.11078004722853799
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_20a77b8381 i=-0.06590330684334592
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_096830559d i=0.025447282110929895
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_0ff8f1a2c0 i=0.007480193693889732
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_3e0d9e7236 i=0.17694376229315167
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_63b4207398 i=0.36599445526599017
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1fb43df224 i=0.19409373727039841
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_51757498fd i=0.40759589342013497
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_41bda28951 i=0.0028908618296087274
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_5518af06f8 i=0.30992606517257415
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_0ba2a42353 i=-0.022616408637025086
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1f3b5ad8e9 i=0.04720848441364283
[2020-09-17 15:55:19,655] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_1e682a79af i=0.4005646775229773
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_12e519094c i=-0.23825643036968885
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_01bd81a96b i=0.09346432343802934
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_40989eb678 i=0.13827883976287528
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_51bd9bd63b i=0.39723209849814434
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_3eb3ea7295 i=0.5100403719204278
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_181e9aff33 i=0.4932618684015819
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_13cb138513 i=-0.051581442588297104
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_0fd3d07e9a i=0.18571408030745193
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_33e1c0149e i=0.07299616568081657
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_0cad771379 i=-0.07890570808254743
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_42458f01bc i=0.17839667695623423
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_66fd5e43ae i=0.2847360172958021
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_5aae24fc30 i=0.12263004309388967
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_11d9bf7dcc i=0.22636368957065556
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_5b82a97cbe i=0.17792867407360513
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_197731df92 i=0.38865918770548497
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_3700a4ec5f i=-0.2912189087824586
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_4269871309 i=-0.05756821628613997
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_166881ab3f i=-0.257967218324332
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_10d40bd546 i=0.6284230854762577
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_03b05c31f0 i=0.4464699013273084
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_45e0428325 i=-0.1396297533542442
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_id:M_ID_22360595e6 i=0.5137138517661193
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:item_category:D i=0.5714856188328867
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:item_category:A i=0.4248488378384588
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:item_category:C i=0.03307568783298857
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Montana i=0.08180524212805365
[2020-09-17 15:55:19,656] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:California i=-0.09571366573555211
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Nevada i=-0.018640892353015075
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Michigan i=0.20061635810138503
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Wyoming i=0.12918886922383846
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Colorado i=0.016193466798946177
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Minnesota i=0.09021684060770657
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Oregon i=0.05511313320527421
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Arizona i=0.03315628450132413
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Idaho i=0.05113992675965192
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Utah i=0.02513627139284176
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Washington i=0.03444783286435846
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Kansas i=0.149737258330827
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:South Dakota i=0.10162533010733749
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Nebraska i=0.12985661842038362
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:North Dakota i=0.1198625535174151
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Missouri i=0.09749026624531694
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Oklahoma i=0.0489097074571857
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Wisconsin i=0.09946995577702726
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Iowa i=-0.058479770793433666
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:New York i=0.06287136354645234
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Georgia i=0.017634452665146797
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Illinois i=0.05520495627918268
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Alabama i=0.11571963663592688
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Arkansas i=-0.03507065769257734
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Florida i=-0.07103972797834257
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:North Carolina i=-0.04545953251565608
[2020-09-17 15:55:19,657] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Ohio i=-0.023775745304062297
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Maine i=-0.0094747920522689
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Pennsylvania i=0.006566622525806466
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Kentucky i=0.10806699771116751
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Mississippi i=0.085118404317139
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Tennessee i=0.04732127543474817
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Virginia i=0.00012918243893838752
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Indiana i=0.16046494791007881
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Louisiana i=0.10443099000668145
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:South Carolina i=0.13357274544179987
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:West Virginia i=0.00185137238087854
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Vermont i=-0.11353138965007448
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Maryland i=0.23115036209983109
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:New Hampshire i=-0.2029583137013837
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Massachusetts i=0.025859032728815172
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:New Jersey i=0.1154188705865068
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Connecticut i=0.1554959562666949
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:Delaware i=0.02807090101456013
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_state:N/A i=0.04755636421554507
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Colorado i=0.027084254092163914
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:California i=-0.08085601754954508
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Montana i=0.005831298376536701
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Nevada i=-0.0788263783449044
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Michigan i=0.10133972279021118
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Washington i=-0.04509856223641003
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Wyoming i=0.029617009545105367
[2020-09-17 15:55:19,658] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Utah i=0.006849862320979372
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Arizona i=-0.0668106817438388
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Oregon i=-0.0892723462629153
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Idaho i=-0.07866468108958538
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Nebraska i=0.026037230480578145
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:South Dakota i=-0.03316839786957574
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:North Dakota i=-0.07582723496387882
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Minnesota i=-0.019781328920110017
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Kansas i=-0.04593494822205722
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Wisconsin i=0.004322479924131824
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Oklahoma i=-0.11031502781558
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Missouri i=0.011876936818526362
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Illinois i=0.07940797844750681
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Iowa i=0.11884774711929659
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Maine i=0.09961784561275339
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:New York i=-0.04849927103040656
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Ohio i=0.06495839839206413
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Indiana i=0.022214790212426644
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Pennsylvania i=0.007256533831893862
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Georgia i=0.03805381290763958
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Florida i=-0.06156083020046455
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Mississippi i=0.057908856167341045
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:South Carolina i=0.2604933682549963
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Alabama i=-0.08277908880282993
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Virginia i=0.002759757229204259
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Arkansas i=-0.015384656640487335
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:North Carolina i=-0.02749632761965529
[2020-09-17 15:55:19,659] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Tennessee i=0.07089130526987482
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Kentucky i=0.17916445384204543
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Louisiana i=0.03098302268010417
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:West Virginia i=0.015484220213952838
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Vermont i=0.03424929920426161
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Massachusetts i=0.10152000033219431
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Maryland i=0.052701576877239864
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:New Hampshire i=0.013697614169054158
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:New Jersey i=0.14976257964210454
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Connecticut i=0.12656131355359812
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:Delaware i=0.05533434114925196
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state:N/A i=0.012332021948579642
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_7ebe1f53d9 i=0.5525119435157247
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_5a05c5bfbc i=0.3275641551752917
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_5fe9e680f5 i=-0.4584843875431227
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_8f2110e34b i=0.06575346653277116
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_06a3cf2fbe i=0.12019362873909209
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_5d3b2958a0 i=0.345400435648098
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_a2f6182509 i=0.2937254302145878
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_862a77fbf3 i=0.24821914759208427
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_97055db9a8 i=0.22213589734919098
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_651d172f24 i=-0.11666972128397533
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_d46616aa72 i=-0.05840100422437929
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_ca73bb0f5e i=-0.10860875505851168
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_4dfe9886fb i=-0.04517581687222535
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_272aa0597a i=0.0653014497057208
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_7d70d62f27 i=-0.47139942042776534
[2020-09-17 15:55:19,660] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_a540a65b69 i=0.22032656403555
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_6adfc11eab i=0.18601173380760935
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_7a03fa69f9 i=0.05851351005109517
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_62698b6025 i=-0.22110641421750302
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_007196111f i=0.3299633160735304
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_0c8b1c5aae i=0.5772592550484714
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_31f353fbad i=-0.3146838626725213
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_16b34c929f i=0.2671789084223722
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_9f63809b99 i=0.18606544087130505
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_192c659122 i=0.20624836582523717
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_7740d79b7d i=0.35347568633572485
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_63ebd36eca i=0.3867806448848263
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_b04d4f573f i=-0.13925599427554908
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_e207a80d84 i=0.09012935377285808
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_c6681564df i=0.37254145848537507
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_94d4d0f2c4 i=0.1398353806523921
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_388e05ae42 i=-0.03547973311567976
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_546b04532c i=-0.10432882472156568
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_ff9b7366a8 i=0.25329353089470463
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_0bb49c27fe i=0.15254299000550217
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_14ec3c8890 i=-0.2728391027544258
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_3d7e0c9037 i=0.10243590740525303
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_b5ef81fd29 i=-0.4173440778521027
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_1b2f508388 i=0.03653283102879576
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_eab36be51c i=0.20997113799445188
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_ac023623ca i=-0.011950510164478187
[2020-09-17 15:55:19,661] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_c061e8e58e i=-0.21086595563001656
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_c3153db9bd i=0.3265894289868228
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_a92e462190 i=0.06985222039878503
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_a4b7f25186 i=-0.22555200189347915
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_d6a61247ee i=0.3755201216986849
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_6ae9f40da5 i=-0.026616882635704678
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_6844c57e04 i=0.4264701446446191
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_ee9208af7b i=0.3501884289977484
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_3e2ba19f9d i=-0.15394521426168215
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_b56c4b94a8 i=0.29542043826804876
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_0f0da34586 i=0.16621927115138554
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_80c8bda0d7 i=-0.078861220850001
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_c23b682f9f i=0.03224777067289004
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_43f2752627 i=-0.054797838209137834
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_ca63575e9c i=0.29445291174539273
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_67f1012480 i=-0.044296843799067204
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_d65ddc2c0b i=-0.2985486505738716
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_0b46b0bbc1 i=0.3666798101838986
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_6ec3aa7c9f i=-0.1288096967908803
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_e0f4bae22f i=0.3715180115627678
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_946a8fdcf7 i=-0.03148320458015961
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_28dc91b063 i=-0.09004125749464219
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_289da4e539 i=0.3925153607611835
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_8cd07898f0 i=0.25501543837325447
[2020-09-17 15:55:19,662] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_0d5529942e i=0.2200124218657129
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_17226c9d33 i=0.17762670175158798
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_25ab578687 i=-0.23207817539152334
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_3313b45211 i=0.310003775187243
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_248edc16aa i=0.08466514427853263
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_c1067d8653 i=0.23084069946596117
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_160de4928a i=-0.2434878337589066
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_d9d1efe44d i=0.2885316713152592
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_7d530bd51a i=0.2397353229324411
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_0e51b3031d i=0.06194237565772331
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_1e8682e9f1 i=0.36603317917238054
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_4011bf98eb i=0.16694898142189282
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_f2040a9440 i=0.29993819978988423
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_90ba5e1772 i=-0.3118257241149322
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_f2bca7bae8 i=0.334797879626402
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_1ee09b5a08 i=0.42061849026206666
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_747532181b i=0.29584043802764665
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_b57dcc4c95 i=-0.2979141513218643
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_4464ba3204 i=0.018123401686098925
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_3fb9e9cb1d i=0.28498630145343906
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_260f0957c7 i=0.37453168724124825
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_1ae9f697df i=0.315740288235688
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_514b22f92c i=0.06576963063269001
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_e42b8c9c33 i=0.053105552636441115
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_3da5ece915 i=0.14008184676985871
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_0a5edff26c i=0.10308149842410867
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_112de00d6e i=-0.4097438464128043
[2020-09-17 15:55:19,663] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_52e8ca0dd9 i=0.2466819766000452
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_20e99989ee i=0.29133261237681635
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_2d7c04c227 i=0.3412558330760766
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_4dfe8e5314 i=0.06477127967356108
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_e38b9c0a35 i=0.25714156430933693
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_78ade21240 i=0.11809088598320588
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_d3ea497a6f i=0.0922268940264649
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_0f4d3942ed i=0.15546540831052258
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_id:C_ID_ef7e33744a i=-0.3283125059169748
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:consumer electronics i=-1.6094948922117587
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:gas i=-1.636869026892829
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:internet i=-1.8780935824814424
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:insurance i=-1.641692105418913
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:luxury goods i=-1.892487121363148
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:restaurant/dining i=0.7329028356078647
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:groceries i=0.2755406030888575
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:entertainment i=0.7678869945840511
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:carpentry i=0.6933606715936206
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:retail apparel i=0.6219841181345035
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:beauty & personal care i=1.353119895592517
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:biotechnology i=0.7118868179039471
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:hotel i=0.051615795667295454
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:real estate investments i=0.6495757923794803
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:health care services i=0.8516563389034406
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:liquor i=0.10521818160195157
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:gym i=-0.8571918729472631
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:semiconductors i=1.004093336122042
[2020-09-17 15:55:19,664] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:advertising services i=0.5417479795315523
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:tobacco i=-0.2998451510048914
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:flights i=0.4397717413594059
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:news & journalism i=0.060822479130280126
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:pharmaceuticals i=0.9812389956900776
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:misc entertainment i=0.2414098031172349
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:magic cards i=0.6224107862522926
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:real estate services i=0.7272381938447886
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:financial services i=0.6041476661826872
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:health care technology i=-1.20087332393053
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:professional photography i=-0.03377285055204312
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:office supplies i=-0.0415171927438432
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:utilities i=0.27012852903456896
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:education services i=-0.46117901210896445
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:phone bill i=0.252473079459335
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:adult industry i=-0.09483988685038104
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:automobiles i=0.27872301844614494
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:astrological services i=0.17169320149393164
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_subsector_description:software i=0.13391915088701037
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_reward_program:cash_back i=-0.018555564644629752
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:card_reward_program:travel i=0.01911456851600636
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Colorado i=0.027084254092163914
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:California i=-0.08085601754954508
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Montana i=0.005831298376536701
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Nevada i=-0.0788263783449044
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Michigan i=0.10133972279021118
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Washington i=-0.04509856223641003
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Wyoming i=0.029617009545105367
[2020-09-17 15:55:19,665] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Utah i=0.006849862320979372
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Arizona i=-0.0668106817438388
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Oregon i=-0.0892723462629153
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Idaho i=-0.07866468108958538
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Nebraska i=0.026037230480578145
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:South Dakota i=-0.03316839786957574
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:North Dakota i=-0.07582723496387882
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Minnesota i=-0.019781328920110017
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Kansas i=-0.04593494822205722
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Wisconsin i=0.004322479924131824
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Oklahoma i=-0.11031502781558
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Missouri i=0.011876936818526362
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Illinois i=0.07940797844750681
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Iowa i=0.11884774711929659
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Maine i=0.09961784561275339
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:New York i=-0.04849927103040656
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Ohio i=0.06495839839206413
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Indiana i=0.022214790212426644
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Pennsylvania i=0.007256533831893862
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Georgia i=0.03805381290763958
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Florida i=-0.06156083020046455
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Mississippi i=0.057908856167341045
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:South Carolina i=0.2604933682549963
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Alabama i=-0.08277908880282993
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Virginia i=0.002759757229204259
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Arkansas i=-0.015384656640487335
[2020-09-17 15:55:19,666] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:North Carolina i=-0.02749632761965529
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Tennessee i=0.07089130526987482
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Kentucky i=0.17916445384204543
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Louisiana i=0.03098302268010417
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:West Virginia i=0.015484220213952838
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Vermont i=0.03424929920426161
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Massachusetts i=0.10152000033219431
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Maryland i=0.052701576877239864
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:New Hampshire i=0.013697614169054158
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:New Jersey i=0.14976257964210454
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Connecticut i=0.12656131355359812
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:Delaware i=0.05533434114925196
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] V=dummy:merchant_state_enName:N/A i=0.012332021948579642
[2020-09-17 15:55:19,667] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Extracting rescalers
[2020-09-17 15:55:19,672] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] prepare multiframe shape=(20088,834) tn=16753392 nnz=633646 fill_ratio=0.04
[2020-09-17 15:55:19,673] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] too small, using array
[2020-09-17 15:55:19,807] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Probas raw shape 20088/2 target_map=2
/data/home/dkuacademy/dss/installers/dataiku-dss-8.0.1/python.packages/sklearn/metrics/classification.py:543: RuntimeWarning: invalid value encountered in double_scalars
  mcc = cov_ytyp / np.sqrt(cov_ytyt * cov_ypyp)
[2020-09-17 15:55:22,199] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Starting threshold optim
[2020-09-17 15:55:22,202] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.000000 score 0.951456 (pred_true=20088)
[2020-09-17 15:55:22,205] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.025000 score 0.951416 (pred_true=20077)
[2020-09-17 15:55:22,207] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.050000 score 0.951433 (pred_true=20070)
[2020-09-17 15:55:22,210] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.075000 score 0.951731 (pred_true=20037)
[2020-09-17 15:55:22,212] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.100000 score 0.951783 (pred_true=19974)
[2020-09-17 15:55:22,215] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.125000 score 0.951459 (pred_true=19905)
[2020-09-17 15:55:22,217] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.150000 score 0.950904 (pred_true=19820)
[2020-09-17 15:55:22,220] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.175000 score 0.949879 (pred_true=19680)
[2020-09-17 15:55:22,222] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.200000 score 0.947990 (pred_true=19515)
[2020-09-17 15:55:22,225] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.225000 score 0.944806 (pred_true=19276)
[2020-09-17 15:55:22,228] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.250000 score 0.940234 (pred_true=18967)
[2020-09-17 15:55:22,230] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.275000 score 0.933688 (pred_true=18568)
[2020-09-17 15:55:22,233] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.300000 score 0.924632 (pred_true=18087)
[2020-09-17 15:55:22,236] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.325000 score 0.912033 (pred_true=17490)
[2020-09-17 15:55:22,238] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.350000 score 0.897916 (pred_true=16851)
[2020-09-17 15:55:22,241] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.375000 score 0.881549 (pred_true=16166)
[2020-09-17 15:55:22,244] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.400000 score 0.862596 (pred_true=15410)
[2020-09-17 15:55:22,247] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.425000 score 0.839424 (pred_true=14554)
[2020-09-17 15:55:22,250] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.450000 score 0.815068 (pred_true=13708)
[2020-09-17 15:55:22,253] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.475000 score 0.789289 (pred_true=12881)
[2020-09-17 15:55:22,256] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.500000 score 0.761920 (pred_true=12035)
[2020-09-17 15:55:22,259] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.525000 score 0.730667 (pred_true=11178)
[2020-09-17 15:55:22,262] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.550000 score 0.701505 (pred_true=10419)
[2020-09-17 15:55:22,265] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.575000 score 0.668439 (pred_true=9613)
[2020-09-17 15:55:22,268] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.600000 score 0.637262 (pred_true=8888)
[2020-09-17 15:55:22,271] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.625000 score 0.607359 (pred_true=8244)
[2020-09-17 15:55:22,274] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.650000 score 0.577886 (pred_true=7656)
[2020-09-17 15:55:22,277] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.675000 score 0.552912 (pred_true=7154)
[2020-09-17 15:55:22,280] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.700000 score 0.525385 (pred_true=6649)
[2020-09-17 15:55:22,283] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.725000 score 0.498833 (pred_true=6193)
[2020-09-17 15:55:22,286] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.750000 score 0.473627 (pred_true=5774)
[2020-09-17 15:55:22,289] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.775000 score 0.447685 (pred_true=5360)
[2020-09-17 15:55:22,291] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.800000 score 0.423017 (pred_true=4972)
[2020-09-17 15:55:22,294] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.825000 score 0.393198 (pred_true=4529)
[2020-09-17 15:55:22,297] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.850000 score 0.356391 (pred_true=4006)
[2020-09-17 15:55:22,300] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.875000 score 0.310589 (pred_true=3389)
[2020-09-17 15:55:22,303] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.900000 score 0.248164 (pred_true=2605)
[2020-09-17 15:55:22,305] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.925000 score 0.173909 (pred_true=1748)
[2020-09-17 15:55:22,308] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.950000 score 0.088288 (pred_true=846)
[2020-09-17 15:55:22,310] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] AT CUT 0.975000 score 0.015676 (pred_true=144)
[2020-09-17 15:55:22,310] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Selected threshold 0.1 
[2020-09-17 15:55:22,312] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] preds 0        1
1        1
2        1
3        1
4        1
5        1
6        1
7        1
8        1
9        1
10       1
11       1
12       1
13       1
14       1
15       1
16       1
17       1
18       1
19       1
20       1
21       1
22       1
23       1
24       1
25       1
26       1
27       1
28       1
29       1
        ..
20058    1
20059    1
20060    1
20061    1
20062    1
20063    1
20064    1
20065    1
20066    1
20067    1
20068    1
20069    1
20070    1
20071    1
20072    1
20073    1
20074    1
20075    1
20076    1
20077    1
20078    1
20079    1
20080    1
20081    1
20082    1
20083    1
20084    1
20085    1
20086    1
20087    1
Name: predicted, Length: 20088, dtype: int64
[2020-09-17 15:55:22,312] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] MAPPED SHAPE 20088
[2020-09-17 15:55:22,312] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] k=1 v=1
[2020-09-17 15:55:22,313] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Mask data [ True  True  True ...  True  True  True]
[2020-09-17 15:55:22,313] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] mapped pred <type 'numpy.ndarray'>
[2020-09-17 15:55:22,313] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] k=0 v=0
[2020-09-17 15:55:22,313] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Mask data [False False False ... False False False]
[2020-09-17 15:55:22,313] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] mapped pred <type 'numpy.ndarray'>
[2020-09-17 15:55:22,313] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] MAPPED PREDS [u'1' u'1' u'1' ... u'1' u'1' u'1']
[2020-09-17 15:55:22,594] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] Total true rate = 18228 / 20088
[2020-09-17 15:55:22,594] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] Computing lift on first 8035 rows
[2020-09-17 15:55:22,595] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] True rate on considered : 8035 / 7837
[2020-09-17 15:55:22,595] [321163/MainThread] [INFO] [dataiku.doctor.prediction.common] Lift = 1.074884
[2020-09-17 15:55:22,627] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Density for 0 (id 0)
[2020-09-17 15:55:22,627] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] valid_y shape = (20088,)
[2020-09-17 15:55:22,627] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] CP: <type 'numpy.ndarray'> ((20088,))
[2020-09-17 15:55:22,627] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Actual shape = (20088,)
[2020-09-17 15:55:22,627] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] MASK is <type 'numpy.ndarray'> 
[2020-09-17 15:55:22,627] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Class proba [0.36790504 0.64509545 0.53534418 ... 0.68695619 0.44909755 0.60826812]
[2020-09-17 15:55:22,627] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Class proba shape (1860,)
[2020-09-17 15:55:22,767] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Density for 1 (id 1)
[2020-09-17 15:55:22,767] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] valid_y shape = (20088,)
[2020-09-17 15:55:22,767] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] CP: <type 'numpy.ndarray'> ((20088,))
[2020-09-17 15:55:22,767] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Actual shape = (20088,)
[2020-09-17 15:55:22,767] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] MASK is <type 'numpy.ndarray'> 
[2020-09-17 15:55:22,767] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Class proba [0.58766333 0.60514361 0.6385531  ... 0.36319332 0.61330542 0.35588815]
[2020-09-17 15:55:22,767] [321163/MainThread] [INFO] [dataiku.doctor.prediction.classification_scoring] Class proba shape (18228,)
[2020-09-17 15:55:23,005] [321163/MainThread] [INFO] [dataiku.doctor.utils.listener] END -  Scoring model
[2020-09-17 15:55:23,006] [321163/MainThread] [INFO] [root] Reading with dtypes: None
[2020-09-17 15:55:23,006] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for transaction_id: None (schema_type=bigint feature_type=NUMERIC feature_role=REJECT)
[2020-09-17 15:55:23,006] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for authorized_flag: <type 'numpy.object_'> (schema_type=bigint feature_type=NUMERIC feature_role=TARGET)
[2020-09-17 15:55:23,006] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_date: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,006] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_date_parsed: None (schema_type=date feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,006] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_year: None (schema_type=bigint feature_type=NUMERIC feature_role=REJECT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_month: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_day: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_dow: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_weekend: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_hour: None (schema_type=bigint feature_type=NUMERIC feature_role=REJECT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_id: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_id: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_category_id: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for item_category: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for signature_provided: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_first_active_month: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_first_active_month_parsed: None (schema_type=date feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for days_active: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_reward_program: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_latitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_longitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_fico_score: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_age: <type 'numpy.float64'> (schema_type=bigint feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_subsector_description: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_latitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_longitude: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,007] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_location: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_cardholder_distance: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_state: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for merchant_state_enName: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_location: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_state: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for card_state_enName: str (schema_type=string feature_type=CATEGORY feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount_min: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount_max: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for purchase_amount_avg: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for w2_purchase_amount_min: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for w2_purchase_amount_max: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [dataiku.doctor.utils] Computed dtype for w2_purchase_amount_avg: <type 'numpy.float64'> (schema_type=double feature_type=NUMERIC feature_role=INPUT)
[2020-09-17 15:55:23,008] [321163/MainThread] [INFO] [root] Reading with FIXED dtypes: {u'w2_purchase_amount_min': <type 'numpy.float64'>, u'signature_provided': <type 'numpy.float64'>, u'purchase_amount_max': <type 'numpy.float64'>, u'card_age': <type 'numpy.float64'>, u'card_latitude': <type 'numpy.float64'>, u'w2_purchase_amount_avg': <type 'numpy.float64'>, u'purchase_dow': <type 'numpy.float64'>, u'days_active': <type 'numpy.float64'>, u'merchant_location': 'str', u'purchase_date': 'str', u'merchant_latitude': <type 'numpy.float64'>, u'purchase_weekend': <type 'numpy.float64'>, u'purchase_month': <type 'numpy.float64'>, u'card_reward_program': 'str', u'card_state_enName': 'str', u'card_first_active_month': 'str', u'authorized_flag': <type 'numpy.object_'>, u'merchant_category_id': <type 'numpy.float64'>, u'merchant_cardholder_distance': <type 'numpy.float64'>, u'card_location': 'str', u'purchase_amount_avg': <type 'numpy.float64'>, u'merchant_longitude': <type 'numpy.float64'>, u'merchant_id': 'str', u'purchase_day': <type 'numpy.float64'>, u'w2_purchase_amount_max': <type 'numpy.float64'>, u'item_category': 'str', u'card_state': 'str', u'merchant_state': 'str', u'card_id': 'str', u'purchase_amount': <type 'numpy.float64'>, u'merchant_subsector_description': 'str', u'card_longitude': <type 'numpy.float64'>, u'purchase_amount_min': <type 'numpy.float64'>, u'merchant_state_enName': 'str', u'card_fico_score': <type 'numpy.float64'>}
[2020-09-17 15:55:23,211] [321163/MainThread] [INFO] [root] Loaded table
[2020-09-17 15:55:23,214] [321163/MainThread] [INFO] [dataiku.doctor.prediction.background_rows_handler] Building background rows
[2020-09-17 15:55:23,217] [321163/MainThread] [INFO] [dataiku.doctor.prediction.background_rows_handler] Background estimated bias <= 0.00562832136863
[2020-09-17 15:55:23,227] [321163/MainThread] [INFO] [dataiku.doctor.prediction.background_rows_handler] Built background rows with shape=(1000, 40)
[2020-09-17 15:55:23,228] [321163/MainThread] [INFO] [dataiku.doctor.prediction.background_rows_handler] Saving background rows with shape=(1000, 40)
[2020-09-17 15:55:23,261] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalizing date to numeric : 0       2017-01-01
1       2015-11-01
2       2017-10-01
3       2017-06-01
4       2016-04-01
5       2017-05-01
6       2016-12-01
7       2016-12-01
8       2017-11-01
9       2017-10-01
10      2016-02-01
11      2014-09-01
12      2014-08-01
13      2017-02-01
14      2016-12-01
15      2017-06-01
16      2017-07-01
17      2017-06-01
18      2017-06-01
19      2017-10-01
20      2017-10-01
21      2016-03-01
22      2017-05-01
23      2016-12-01
24      2017-07-01
25      2016-09-01
26      2017-10-01
27      2017-10-01
28      2016-06-01
29      2015-07-01
           ...    
20058   2017-06-01
20059   2015-04-01
20060   2017-01-01
20061   2017-10-01
20062   2016-07-01
20063   2017-01-01
20064   2017-06-01
20065   2017-07-01
20066   2017-04-01
20067   2017-04-01
20068   2016-08-01
20069   2017-02-01
20070   2017-01-01
20071   2016-02-01
20072   2017-06-01
20073   2017-02-01
20074   2016-11-01
20075   2017-03-01
20076   2016-06-01
20077   2016-06-01
20078   2017-02-01
20079   2017-03-01
20080   2017-06-01
20081   2016-11-01
20082   2017-02-01
20083   2017-01-01
20084   2016-11-01
20085   2016-10-01
20086   2017-05-01
20087   2017-06-01
Name: card_first_active_month_parsed, Length: 20088, dtype: datetime64[ns]
[2020-09-17 15:55:23,264] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalized date : 0        3.692218e+09
1        3.655325e+09
2        3.715805e+09
3        3.705264e+09
4        3.668458e+09
5        3.702586e+09
6        3.689539e+09
7        3.689539e+09
8        3.718483e+09
9        3.715805e+09
10       3.663274e+09
11       3.618518e+09
12       3.615840e+09
13       3.694896e+09
14       3.689539e+09
15       3.705264e+09
16       3.707856e+09
17       3.705264e+09
18       3.705264e+09
19       3.715805e+09
20       3.715805e+09
21       3.665779e+09
22       3.702586e+09
23       3.689539e+09
24       3.707856e+09
25       3.681677e+09
26       3.715805e+09
27       3.715805e+09
28       3.673728e+09
29       3.644698e+09
             ...     
20058    3.705264e+09
20059    3.636835e+09
20060    3.692218e+09
20061    3.715805e+09
20062    3.676320e+09
20063    3.692218e+09
20064    3.705264e+09
20065    3.707856e+09
20066    3.699994e+09
20067    3.699994e+09
20068    3.678998e+09
20069    3.694896e+09
20070    3.692218e+09
20071    3.663274e+09
20072    3.705264e+09
20073    3.694896e+09
20074    3.686947e+09
20075    3.697315e+09
20076    3.673728e+09
20077    3.673728e+09
20078    3.694896e+09
20079    3.697315e+09
20080    3.705264e+09
20081    3.686947e+09
20082    3.694896e+09
20083    3.692218e+09
20084    3.686947e+09
20085    3.684269e+09
20086    3.702586e+09
20087    3.705264e+09
Name: card_first_active_month_parsed, Length: 20088, dtype: float64
[2020-09-17 15:55:23,267] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalizing date to numeric : 0       2017-11-08
1       2017-11-08
2       2017-11-08
3       2017-11-08
4       2017-11-08
5       2017-11-08
6       2017-11-08
7       2017-11-08
8       2017-11-08
9       2017-11-08
10      2017-11-09
11      2017-11-09
12      2017-11-09
13      2017-11-09
14      2017-11-09
15      2017-11-09
16      2017-11-09
17      2017-11-09
18      2017-11-09
19      2017-11-09
20      2017-11-09
21      2017-11-09
22      2017-11-10
23      2017-11-10
24      2017-11-10
25      2017-11-10
26      2017-11-10
27      2017-11-10
28      2017-11-10
29      2017-11-10
           ...    
20058   2017-07-14
20059   2017-08-10
20060   2017-08-11
20061   2017-10-18
20062   2017-10-28
20063   2017-11-22
20064   2017-11-24
20065   2017-12-20
20066   2017-08-06
20067   2017-04-26
20068   2017-06-09
20069   2017-07-07
20070   2017-01-31
20071   2017-02-17
20072   2017-09-19
20073   2017-12-08
20074   2017-03-17
20075   2017-04-04
20076   2017-05-03
20077   2017-05-07
20078   2017-06-10
20079   2017-06-22
20080   2017-06-28
20081   2017-07-24
20082   2017-07-29
20083   2017-08-01
20084   2017-08-02
20085   2017-08-07
20086   2017-08-15
20087   2017-08-16
Name: purchase_date_parsed, Length: 20088, dtype: datetime64[ns]
[2020-09-17 15:55:23,269] [321163/MainThread] [INFO] [dataiku.doctor.utils] Normalized date : 0        3.719088e+09
1        3.719088e+09
2        3.719088e+09
3        3.719088e+09
4        3.719088e+09
5        3.719088e+09
6        3.719088e+09
7        3.719088e+09
8        3.719088e+09
9        3.719088e+09
10       3.719174e+09
11       3.719174e+09
12       3.719174e+09
13       3.719174e+09
14       3.719174e+09
15       3.719174e+09
16       3.719174e+09
17       3.719174e+09
18       3.719174e+09
19       3.719174e+09
20       3.719174e+09
21       3.719174e+09
22       3.719261e+09
23       3.719261e+09
24       3.719261e+09
25       3.719261e+09
26       3.719261e+09
27       3.719261e+09
28       3.719261e+09
29       3.719261e+09
             ...     
20058    3.708979e+09
20059    3.711312e+09
20060    3.711398e+09
20061    3.717274e+09
20062    3.718138e+09
20063    3.720298e+09
20064    3.720470e+09
20065    3.722717e+09
20066    3.710966e+09
20067    3.702154e+09
20068    3.705955e+09
20069    3.708374e+09
20070    3.694810e+09
20071    3.696278e+09
20072    3.714768e+09
20073    3.721680e+09
20074    3.698698e+09
20075    3.700253e+09
20076    3.702758e+09
20077    3.703104e+09
20078    3.706042e+09
20079    3.707078e+09
20080    3.707597e+09
20081    3.709843e+09
20082    3.710275e+09
20083    3.710534e+09
20084    3.710621e+09
20085    3.711053e+09
20086    3.711744e+09
20087    3.711830e+09
Name: purchase_date_parsed, Length: 20088, dtype: float64
[2020-09-17 15:55:23,270] [321163/MainThread] [INFO] [dataiku.doctor.utils]  Coercion done
[2020-09-17 15:55:23,274] [321163/MainThread] [INFO] [dataiku.doctor.prediction.histogram_handler] Computing histograms
[2020/09/17-15:55:32.222] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.ml.python] T-MbtGxk2T - Processing thread joined ...
[2020/09/17-15:55:32.223] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.ml.python] T-MbtGxk2T - Joining processing thread ...
[2020-09-17 15:55:37,889] [321163/MainThread] [INFO] [dataiku.doctor.prediction.histogram_handler] Saving histograms
[2020-09-17 15:55:37,989] [321163/MainThread] [INFO] [dataiku.doctor.prediction.column_importance_handler] Computing column importance
/data/home/dkuacademy/dss/installers/dataiku-dss-8.0.1/python/dataiku/doctor/prediction/column_importance_handler.py:125: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples,), for example using ravel().
  clf.fit(preprocessed_array[idx], target[idx])
[2020-09-17 15:55:39,006] [321163/MainThread] [INFO] [dataiku.doctor.prediction.column_importance_handler] Saving column importance
[2020/09/17-15:55:39.052] [MRT-122052] [INFO] [dku.block.link.interaction]  - Check result for nullity exceptionIfNull=true result=not null
[2020/09/17-15:55:39.053] [MRT-122052] [INFO] [dku.analysis.prediction]  - Training returned ok
[2020/09/17-15:55:39.053] [MRT-122052] [INFO] [dku.ml.versioning]  - Dumping version info {"trainedWithDSSVersion":"8.0.1","trainedWithDSSConfVersion":"8000","trainedWithDSSBackend":"PY_MEMORY","backendCompatibilityVersion":18} in /data/home/dkuacademy/dss/data-dir-design-33333/analysis-data/CREDITCARDFRAUDSTART3/LvXsfpWd/MbtGxk2T/sessions/s1/pp2/m1
[2020/09/17-15:55:39.107] [KNL-python-single-command-kernel-out-122065] [DEBUG] [process]  - StreamToLine: EOF (stream closed)
[2020/09/17-15:55:39.108] [KNL-python-single-command-kernel-monitor-122060] [INFO] [dku.kernels]  - Process done with code 143
[2020/09/17-15:55:39.107] [KNL-python-single-command-kernel-err-122066] [DEBUG] [process]  - StreamToLine: EOF (stream closed)
[2020/09/17-15:55:39.110] [KNL-python-single-command-kernel-monitor-122060] [WARN] [dku.resource]  - stat file for pid 321163 does not exist. Process died?
[2020/09/17-15:55:39.110] [KNL-python-single-command-kernel-monitor-122060] [INFO] [dku.resourceusage]  - Reporting completion of CRU:{"context":{"type":"ANALYSIS_ML_TRAIN","authIdentifier":"christelle","projectKey":"CREDITCARDFRAUDSTART3","analysisId":"LvXsfpWd","mlTaskId":"MbtGxk2T","sessionId":"s1"},"type":"LOCAL_PROCESS","id":"qsYbpWqiyh0v7paO","startTime":1600350847864,"localProcess":{"pid":321163,"commandName":"/data/home/dkuacademy/dss/data-dir-design-33333/bin/python","cpuUserTimeMS":172050,"cpuSystemTimeMS":1330,"cpuChildrenUserTimeMS":0,"cpuChildrenSystemTimeMS":0,"cpuTotalMS":173380,"cpuCurrent":1.0,"vmSizeMB":2612,"vmRSSMB":581,"vmHWMMB":738,"vmRSSAnonMB":560,"vmDataMB":1942,"vmSizePeakMB":2747,"vmRSSPeakMB":581,"vmRSSTotalMBS":45870,"majorFaults":143,"childrenMajorFaults":0}}
[2020/09/17-15:55:39.110] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.ml.python] T-MbtGxk2T - Processing thread joined ...
[2020/09/17-15:55:39.111] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.prediction] T-MbtGxk2T - Train done
[2020/09/17-15:55:39.111] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.prediction] T-MbtGxk2T - Train done
[2020/09/17-15:55:39.116] [FT-TrainWorkThread-pTDZ0A63-122050] [INFO] [dku.analysis.prediction] T-MbtGxk2T - Publishing mltask-train-done reflected event
