size_categories:100K<n<1M format:parquet modality:tabular library:datasets library:dask library:mlcroissant library:polars region:us
---
dataset_info:
  features:
  - name: custr_age
    dtype: int64
  - name: xaccount_CRED_LIMIT
    dtype: int64
  - name: xaccount_max_tranamt
    dtype: float64
  - name: xaccount_max_billamt
    dtype: float64
  - name: xaccount_max_cashlamt
    dtype: float64
  - name: xaccount_stmtnum
    dtype: int64
  - name: xaccount_credlimitnum
    dtype: int64
  - name: xaccount_credlimitrenum
    dtype: int64
  - name: xaccount_month
    dtype: int64
  - name: card_now_num
    dtype: int64
  - name: card_day_diff
    dtype: int64
  - name: card_active_num
    dtype: int64
  - name: card_active_ratio
    dtype: int64
  - name: card_lost_ratio
    dtype: int64
  - name: card_change_ratio
    dtype: int64
  - name: TRAN_NOW_OVERAMT
    dtype: float64
  - name: TRAN_STMT3_OVERAMT
    dtype: float64
  - name: TRAN_STMT6_OVERAMT
    dtype: float64
  - name: TRAN_STMT12_OVERAMT
    dtype: float64
  - name: TRAN_NOW_RIO
    dtype: float64
  - name: TRAN_STMT3_RIO
    dtype: float64
  - name: TRAN_STMT6_RIO
    dtype: float64
  - name: TRAN_STMT12_RIO
    dtype: float64
  - name: TRAN_NOW_NUM
    dtype: int64
  - name: TRAN_STMT3_NUM
    dtype: int64
  - name: TRAN_STMT6_NUM
    dtype: int64
  - name: TRAN_STMT12_NUM
    dtype: int64
  - name: TRAN_NOW_AMT
    dtype: float64
  - name: TRAN_STMT3_AMT
    dtype: float64
  - name: TRAN_STMT6_AMT
    dtype: float64
  - name: TRAN_STMT12_AMT
    dtype: float64
  - name: TRAN_NOW_NUMMONRIO
    dtype: float64
  - name: TRAN_STMT3_NUMMONRIO
    dtype: float64
  - name: TRAN_STMT6_NUMMONRIO
    dtype: float64
  - name: TRAN_STMT12_NUMMONRIO
    dtype: float64
  - name: TRAN_NOW_AMTMONRIO
    dtype: float64
  - name: TRAN_STMT3_AMTMONRIO
    dtype: float64
  - name: TRAN_STMT6_AMTMONRIO
    dtype: float64
  - name: TRAN_STMT12_AMTMONRIO
    dtype: float64
  - name: tran_num_STMT1
    dtype: int64
  - name: tran_num_STMT3
    dtype: int64
  - name: tran_num_STMT6
    dtype: int64
  - name: tran_num_STMT12
    dtype: int64
  - name: tran_amt_STMT1
    dtype: float64
  - name: tran_amt_STMT3
    dtype: float64
  - name: tran_amt_STMT6
    dtype: float64
  - name: tran_amt_STMT12
    dtype: float64
  - name: tran_num_STMT1roi
    dtype: float64
  - name: tran_num_STMT3roi
    dtype: float64
  - name: tran_num_STMT6roi
    dtype: float64
  - name: tran_num_STMT12roi
    dtype: float64
  - name: tran_amt_STMT1roi
    dtype: float64
  - name: tran_amt_STMT3roi
    dtype: float64
  - name: tran_amt_STMT6roi
    dtype: float64
  - name: tran_amt_STMT12roi
    dtype: float64
  - name: tran_mpamortize_num_STMT1
    dtype: int64
  - name: tran_mpamortize_num_STMT3
    dtype: int64
  - name: tran_mpamortize_num_STMT6
    dtype: int64
  - name: tran_mpamortize_num_STMT12
    dtype: int64
  - name: tran_mpamortize_num_STMT1roi
    dtype: float64
  - name: tran_mpamortize_num_STMT3roi
    dtype: float64
  - name: tran_mpamortize_num_STMT6roi
    dtype: float64
  - name: tran_mpamortize_num_STMT12roi
    dtype: float64
  - name: tran_balavg_STMT3
    dtype: float64
  - name: tran_balavg_STMT6
    dtype: float64
  - name: tran_balavg_STMT12
    dtype: float64
  - name: tran_balavg_STMT3roi
    dtype: float64
  - name: tran_balavg_STMT6roi
    dtype: float64
  - name: tran_balavg_STMT12roi
    dtype: float64
  - name: tran_cyclenum_STMT1
    dtype: int64
  - name: tran_cyclenum_STMT3
    dtype: int64
  - name: tran_cyclenum_STMT6
    dtype: int64
  - name: tran_cyclenum_STMT12
    dtype: int64
  - name: mpif_num_STMT1
    dtype: int64
  - name: mpif_num_STMT3
    dtype: int64
  - name: mpif_num_STMT6
    dtype: int64
  - name: mpif_num_STMT12
    dtype: int64
  - name: mpif_amt_STMT1
    dtype: float64
  - name: mpif_amt_STMT3
    dtype: float64
  - name: mpif_amt_STMT6
    dtype: float64
  - name: mpif_amt_STMT12
    dtype: float64
  - name: mpif_stmt_num_STMT1
    dtype: int64
  - name: mpif_stmt_num_STMT3
    dtype: int64
  - name: mpif_stmt_num_STMT6
    dtype: int64
  - name: mpif_stmt_num_STMT12
    dtype: int64
  - name: mpif_stmt_amt_STMT1
    dtype: float64
  - name: mpif_stmt_amt_STMT3
    dtype: float64
  - name: mpif_stmt_amt_STMT6
    dtype: float64
  - name: mpif_stmt_amt_STMT12
    dtype: float64
  - name: mpif_bill_num_STMT1
    dtype: int64
  - name: mpif_bill_num_STMT3
    dtype: int64
  - name: mpif_bill_num_STMT6
    dtype: int64
  - name: mpif_bill_num_STMT12
    dtype: int64
  - name: mpif_bill_amt_STMT1
    dtype: float64
  - name: mpif_bill_amt_STMT3
    dtype: float64
  - name: mpif_bill_amt_STMT6
    dtype: float64
  - name: mpif_bill_amt_STMT12
    dtype: float64
  - name: mpif_cash_num_STMT1
    dtype: int64
  - name: mpif_cash_num_STMT3
    dtype: int64
  - name: mpif_cash_num_STMT6
    dtype: int64
  - name: mpif_cash_num_STMT12
    dtype: int64
  - name: mpif_cash_amt_STMT1
    dtype: int64
  - name: mpif_cash_amt_STMT3
    dtype: int64
  - name: mpif_cash_amt_STMT6
    dtype: int64
  - name: mpif_cash_amt_STMT12
    dtype: int64
  - name: mpif_stmt_amt_STMT1roi
    dtype: float64
  - name: mpif_stmt_amt_STMT3roi
    dtype: float64
  - name: mpif_stmt_amt_STMT6roi
    dtype: float64
  - name: mpif_stmt_amt_STMT12roi
    dtype: float64
  - name: mpif_bill_amt_STMT1roi
    dtype: float64
  - name: mpif_bill_amt_STMT3roi
    dtype: float64
  - name: mpif_bill_amt_STMT6roi
    dtype: float64
  - name: mpif_bill_amt_STMT12roi
    dtype: float64
  - name: mpif_cash_amt_STMT1roi
    dtype: float64
  - name: mpif_cash_amt_STMT3roi
    dtype: float64
  - name: mpif_cash_amt_STMT6roi
    dtype: float64
  - name: mpif_cash_amt_STMT12roi
    dtype: float64
  - name: CASH_NOW_NUM
    dtype: int64
  - name: CASH_STMT3_NUM
    dtype: int64
  - name: CASH_STMT6_NUM
    dtype: int64
  - name: CASH_STMT12_NUM
    dtype: int64
  - name: CASH_NOW_AMT
    dtype: float64
  - name: CASH_STMT3_AMT
    dtype: float64
  - name: CASH_STMT6_AMT
    dtype: float64
  - name: CASH_STMT12_AMT
    dtype: float64
  - name: CASH_NOW_LIMITRIO
    dtype: float64
  - name: CASH_STMT3_LIMITRIO
    dtype: float64
  - name: CASH_STMT6_LIMITRIO
    dtype: float64
  - name: CASH_STMT12_LIMITRIO
    dtype: float64
  - name: CASH_NOW_TRANRIO
    dtype: float64
  - name: CASH_STMT3_TRANRIO
    dtype: float64
  - name: CASH_STMT6_TRANRIO
    dtype: float64
  - name: CASH_STMT12_TRANRIO
    dtype: float64
  - name: PAYM_STMT_RIO
    dtype: float64
  - name: PAYM_STMT3_RIO
    dtype: float64
  - name: PAYM_STMT6_RIO
    dtype: float64
  - name: PAYM_STMT12_RIO
    dtype: float64
  - name: PAYM_NOW_NUM
    dtype: int64
  - name: PAYM_STMT3_NUM
    dtype: int64
  - name: PAYM_STMT6_NUM
    dtype: int64
  - name: PAYM_STMT12_NUM
    dtype: int64
  - name: PAYM_NOW_AMT
    dtype: float64
  - name: PAYM_STMT3_AMT
    dtype: float64
  - name: PAYM_STMT6_AMT
    dtype: float64
  - name: PAYM_STMT12_AMT
    dtype: float64
  - name: PAYM_NOW_BILLRIO
    dtype: float64
  - name: PAYM_STMT3_BILLRIO
    dtype: float64
  - name: PAYM_STMT6_BILLRIO
    dtype: float64
  - name: PAYM_STMT12_BILLRIO
    dtype: float64
  - name: PAYM_NOW_CASHRIO
    dtype: float64
  - name: PAYM_STMT3_CASHRIO
    dtype: float64
  - name: PAYM_STMT6_CASHRIO
    dtype: float64
  - name: PAYM_STMT12_CASHRIO
    dtype: float64
  - name: PAYM_NOW_AUTORIO
    dtype: float64
  - name: PAYM_STMT3_AUTORIO
    dtype: float64
  - name: PAYM_STMT6_AUTORIO
    dtype: float64
  - name: PAYM_STMT12_AUTORIO
    dtype: float64
  - name: bill_num_1k_STMT1
    dtype: int64
  - name: bill_num_5k_STMT1
    dtype: int64
  - name: bill_num_1w_STMT1
    dtype: int64
  - name: bill_num_1wb_STMT1
    dtype: int64
  - name: bill_amt_1k_STMT1
    dtype: float64
  - name: bill_amt_5k_STMT1
    dtype: float64
  - name: bill_amt_1w_STMT1
    dtype: float64
  - name: bill_amt_1wb_STMT1
    dtype: float64
  - name: bill_num_1k_STMT3
    dtype: int64
  - name: bill_num_5k_STMT3
    dtype: int64
  - name: bill_num_1w_STMT3
    dtype: int64
  - name: bill_num_1wb_STMT3
    dtype: int64
  - name: bill_amt_1k_STMT3
    dtype: float64
  - name: bill_amt_5k_STMT3
    dtype: float64
  - name: bill_amt_1w_STMT3
    dtype: float64
  - name: bill_amt_1wb_STMT3
    dtype: float64
  - name: bill_num_1k_STMT12
    dtype: int64
  - name: bill_num_5k_STMT12
    dtype: int64
  - name: bill_num_1w_STMT12
    dtype: int64
  - name: bill_num_1wb_STMT12
    dtype: int64
  - name: bill_amt_1k_STMT12
    dtype: float64
  - name: bill_amt_5k_STMT12
    dtype: float64
  - name: bill_amt_1w_STMT12
    dtype: float64
  - name: bill_amt_1wb_STMT12
    dtype: float64
  - name: bill_num_STMT1
    dtype: int64
  - name: bill_num_STMT3
    dtype: int64
  - name: bill_num_STMT6
    dtype: int64
  - name: bill_num_STMT12
    dtype: int64
  - name: bill_amt_STMT1
    dtype: float64
  - name: bill_amt_STMT3
    dtype: float64
  - name: bill_amt_STMT6
    dtype: float64
  - name: bill_amt_STMT12
    dtype: float64
  - name: bill_dlv_amt_STMT1billrio
    dtype: float64
  - name: bill_dlv_amt_STMT3billrio
    dtype: float64
  - name: bill_dlv_amt_STMT6billrio
    dtype: float64
  - name: bill_dlv_amt_STMT12billrio
    dtype: float64
  - name: bill_dlv_num_STMT1
    dtype: int64
  - name: bill_dlv_num_STMT3
    dtype: int64
  - name: bill_dlv_num_STMT6
    dtype: int64
  - name: bill_dlv_num_STMT12
    dtype: int64
  - name: bill_dlv_amt_STMT1
    dtype: int64
  - name: bill_dlv_amt_STMT3
    dtype: int64
  - name: bill_dlv_amt_STMT6
    dtype: int64
  - name: bill_dlv_amt_STMT12
    dtype: int64
  - name: bill_hcrd_amt_STMT1
    dtype: int64
  - name: bill_hcrd_amt_STMT3
    dtype: int64
  - name: bill_hcrd_amt_STMT6
    dtype: int64
  - name: bill_hcrd_amt_STMT12
    dtype: int64
  - name: bill_hcrd_amt_STMT1billrio
    dtype: float64
  - name: bill_hcrd_amt_STMT3billrio
    dtype: float64
  - name: bill_hcrd_amt_STMT6billrio
    dtype: float64
  - name: bill_hcrd_amt_STMT12billrio
    dtype: float64
  - name: bill_wsale_amt_STMT1
    dtype: int64
  - name: bill_wsale_amt_STMT3
    dtype: int64
  - name: bill_wsale_amt_STMT6
    dtype: int64
  - name: bill_wsale_amt_STMT12
    dtype: int64
  - name: bill_wsale_amt_STMT1billrio
    dtype: float64
  - name: bill_wsale_amt_STMT3billrio
    dtype: float64
  - name: bill_wsale_amt_STMT6billrio
    dtype: float64
  - name: bill_wsale_amt_STMT12billrio
    dtype: float64
  - name: bill_net_amt_STMT1
    dtype: float64
  - name: bill_net_amt_STMT3
    dtype: float64
  - name: bill_net_amt_STMT6
    dtype: float64
  - name: bill_net_amt_STMT12
    dtype: float64
  - name: bill_net_amt_STMT1billrio
    dtype: float64
  - name: bill_net_amt_STMT3billrio
    dtype: float64
  - name: bill_net_amt_STMT6billrio
    dtype: float64
  - name: bill_net_amt_STMT12billrio
    dtype: float64
  - name: bill_num_STMT1roi
    dtype: float64
  - name: bill_num_STMT3roi
    dtype: float64
  - name: bill_num_STMT6roi
    dtype: float64
  - name: bill_num_STMT12roi
    dtype: float64
  - name: bill_amt_STMT1roi
    dtype: float64
  - name: bill_amt_STMT3roi
    dtype: float64
  - name: bill_amt_STMT6roi
    dtype: float64
  - name: bill_amt_STMT12roi
    dtype: float64
  - name: bill_daylight_num_STMT3roi
    dtype: float64
  - name: bill_daylight_num_STMT6roi
    dtype: float64
  - name: bill_daylight_num_STMT12roi
    dtype: float64
  - name: bill_daylight_amt_STMT3roi
    dtype: float64
  - name: bill_daylight_amt_STMT6roi
    dtype: float64
  - name: bill_daylight_amt_STMT12roi
    dtype: float64
  - name: bill_outside_num_STMT3roi
    dtype: float64
  - name: bill_outside_num_STMT6roi
    dtype: float64
  - name: bill_outside_num_STMT12roi
    dtype: float64
  - name: bill_outside_amt_STMT3roi
    dtype: float64
  - name: bill_outside_amt_STMT6roi
    dtype: float64
  - name: bill_outside_amt_STMT12roi
    dtype: float64
  - name: PAYM_NOW_BILLRIO_OH
    dtype: int64
  - name: PAYM_STMT3_BILLRIO_OH
    dtype: int64
  - name: PAYM_STMT6_BILLRIO_OH
    dtype: int64
  - name: PAYM_STMT12_BILLRIO_OH
    dtype: int64
  - name: PAYM_NOW_CASHRIO_OH
    dtype: int64
  - name: PAYM_STMT3_CASHRIO_OH
    dtype: int64
  - name: PAYM_STMT6_CASHRIO_OH
    dtype: int64
  - name: PAYM_STMT12_CASHRIO_OH
    dtype: int64
  - name: PAYM_NOW_AUTORIO_OH
    dtype: int64
  - name: PAYM_STMT3_AUTORIO_OH
    dtype: int64
  - name: PAYM_STMT6_AUTORIO_OH
    dtype: int64
  - name: PAYM_STMT12_AUTORIO_OH
    dtype: int64
  - name: bill_daylight_num_STMT3roi_OH
    dtype: int64
  - name: bill_daylight_num_STMT6roi_OH
    dtype: int64
  - name: bill_daylight_num_STMT12roi_OH
    dtype: int64
  - name: bill_daylight_amt_STMT3roi_OH
    dtype: int64
  - name: bill_daylight_amt_STMT6roi_OH
    dtype: int64
  - name: bill_daylight_amt_STMT12roi_OH
    dtype: int64
  - name: bill_outside_num_STMT3roi_OH
    dtype: int64
  - name: bill_outside_num_STMT6roi_OH
    dtype: int64
  - name: bill_outside_num_STMT12roi_OH
    dtype: int64
  - name: bill_outside_amt_STMT3roi_OH
    dtype: int64
  - name: bill_outside_amt_STMT6roi_OH
    dtype: int64
  - name: bill_outside_amt_STMT12roi_OH
    dtype: int64
  - name: bill_dlv_amt_STMT1billrio_OH
    dtype: int64
  - name: bill_dlv_amt_STMT3billrio_OH
    dtype: int64
  - name: bill_dlv_amt_STMT6billrio_OH
    dtype: int64
  - name: bill_dlv_amt_STMT12billrio_OH
    dtype: int64
  - name: bill_hcrd_amt_STMT1billrio_OH
    dtype: int64
  - name: bill_hcrd_amt_STMT3billrio_OH
    dtype: int64
  - name: bill_hcrd_amt_STMT6billrio_OH
    dtype: int64
  - name: bill_hcrd_amt_STMT12billrio_OH
    dtype: int64
  - name: bill_wsale_amt_STMT1billrio_OH
    dtype: int64
  - name: bill_wsale_amt_STMT3billrio_OH
    dtype: int64
  - name: bill_wsale_amt_STMT6billrio_OH
    dtype: int64
  - name: bill_wsale_amt_STMT12billrio_OH
    dtype: int64
  - name: bill_net_amt_STMT1billrio_OH
    dtype: int64
  - name: bill_net_amt_STMT3billrio_OH
    dtype: int64
  - name: bill_net_amt_STMT6billrio_OH
    dtype: int64
  - name: bill_net_amt_STMT12billrio_OH
    dtype: int64
  - name: TRAN_NOW_NUMMONRIO_OH
    dtype: int64
  - name: TRAN_STMT3_NUMMONRIO_OH
    dtype: int64
  - name: TRAN_STMT6_NUMMONRIO_OH
    dtype: int64
  - name: TRAN_STMT12_NUMMONRIO_OH
    dtype: int64
  - name: TRAN_NOW_AMTMONRIO_OH
    dtype: int64
  - name: TRAN_STMT3_AMTMONRIO_OH
    dtype: int64
  - name: TRAN_STMT6_AMTMONRIO_OH
    dtype: int64
  - name: TRAN_STMT12_AMTMONRIO_OH
    dtype: int64
  - name: tran_num_STMT1roi_OH
    dtype: int64
  - name: tran_num_STMT3roi_OH
    dtype: int64
  - name: tran_num_STMT6roi_OH
    dtype: int64
  - name: tran_num_STMT12roi_OH
    dtype: int64
  - name: tran_amt_STMT1roi_OH
    dtype: int64
  - name: tran_amt_STMT3roi_OH
    dtype: int64
  - name: tran_amt_STMT6roi_OH
    dtype: int64
  - name: tran_amt_STMT12roi_OH
    dtype: int64
  - name: tran_mpamortize_num_STMT1roi_OH
    dtype: int64
  - name: tran_mpamortize_num_STMT3roi_OH
    dtype: int64
  - name: tran_mpamortize_num_STMT6roi_OH
    dtype: int64
  - name: tran_mpamortize_num_STMT12roi_OH
    dtype: int64
  - name: tran_balavg_STMT3roi_OH
    dtype: int64
  - name: tran_balavg_STMT6roi_OH
    dtype: int64
  - name: tran_balavg_STMT12roi_OH
    dtype: int64
  - name: PAYM_STMT_RIO_OH
    dtype: int64
  - name: PAYM_STMT3_RIO_OH
    dtype: int64
  - name: PAYM_STMT6_RIO_OH
    dtype: int64
  - name: PAYM_STMT12_RIO_OH
    dtype: int64
  - name: bill_num_STMT1roi_OH
    dtype: int64
  - name: bill_num_STMT3roi_OH
    dtype: int64
  - name: bill_num_STMT6roi_OH
    dtype: int64
  - name: bill_num_STMT12roi_OH
    dtype: int64
  - name: bill_amt_STMT1roi_OH
    dtype: int64
  - name: bill_amt_STMT3roi_OH
    dtype: int64
  - name: bill_amt_STMT6roi_OH
    dtype: int64
  - name: bill_amt_STMT12roi_OH
    dtype: int64
  - name: tran_cyclenum_STMT3roi_(0.00, 0.60]
    dtype: float64
  - name: tran_cyclenum_STMT3roi_(0.60, 1.20]
    dtype: float64
  - name: tran_cyclenum_STMT3roi_(1.20, 1.80]
    dtype: float64
  - name: tran_cyclenum_STMT3roi_(1.80, 2.40]
    dtype: float64
  - name: tran_cyclenum_STMT3roi_(2.40, 3.00]
    dtype: float64
  - name: tran_cyclenum_STMT3roi_nan
    dtype: int64
  - name: tran_cyclenum_STMT6roi_(0.00, 1.20]
    dtype: float64
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  splits:
  - name: train
    num_bytes: 633769560
    num_examples: 148077
  download_size: 152650882
  dataset_size: 633769560
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---
