creditcard/configs/schema.yaml

base_model_features_to_drop:
- default
- ID
base_model_trained_columns:
- LIMIT_BAL_(5000, 50000]
- LIMIT_BAL_(50000, 100000]
- LIMIT_BAL_(100000, 150000]
- LIMIT_BAL_(150000, 200000]
- LIMIT_BAL_(200000, 300000]
- LIMIT_BAL_(300000, 400000]
- LIMIT_BAL_(400000, 500000]
- LIMIT_BAL_(500000, 1100000]
- SEX_1
- SEX_2
- EDUCATION_0
- EDUCATION_1
- EDUCATION_2
- EDUCATION_3
- EDUCATION_4
- EDUCATION_5
- EDUCATION_6
- MARRIAGE_0
- MARRIAGE_1
- MARRIAGE_2
- MARRIAGE_3
- AGE_(20, 25]
- AGE_(25, 30]
- AGE_(30, 35]
- AGE_(35, 40]
- AGE_(40, 50]
- AGE_(50, 60]
- AGE_(60, 80]
- PAY_0_-2
- PAY_0_-1
- PAY_0_0
- PAY_0_1
- PAY_0_2
- PAY_0_3
- PAY_0_4
- PAY_2_-2
- PAY_2_-1
- PAY_2_0
- PAY_2_1
- PAY_2_2
- PAY_2_3
- PAY_2_4
- PAY_3_-2
- PAY_3_-1
- PAY_3_0
- PAY_3_1
- PAY_3_2
- PAY_3_3
- PAY_3_4
- PAY_4_-2
- PAY_4_-1
- PAY_4_0
- PAY_4_1
- PAY_4_2
- PAY_4_3
- PAY_4_4
- PAY_5_-2
- PAY_5_-1
- PAY_5_0
- PAY_5_2
- PAY_5_3
- PAY_5_4
- PAY_6_-2
- PAY_6_-1
- PAY_6_0
- PAY_6_2
- PAY_6_3
- PAY_6_4
- BILL_AMT1_(-350000, -1]
- BILL_AMT1_(-1, 0]
- BILL_AMT1_(0, 25000]
- BILL_AMT1_(25000, 75000]
- BILL_AMT1_(75000, 200000]
- BILL_AMT1_(200000, 2000000]
- BILL_AMT2_(-350000, -1]
- BILL_AMT2_(-1, 0]
- BILL_AMT2_(0, 25000]
- BILL_AMT2_(25000, 75000]
- BILL_AMT2_(75000, 200000]
- BILL_AMT2_(200000, 2000000]
- BILL_AMT3_(-350000, -1]
- BILL_AMT3_(-1, 0]
- BILL_AMT3_(0, 25000]
- BILL_AMT3_(25000, 75000]
- BILL_AMT3_(75000, 200000]
- BILL_AMT3_(200000, 2000000]
- BILL_AMT4_(-350000, -1]
- BILL_AMT4_(-1, 0]
- BILL_AMT4_(0, 25000]
- BILL_AMT4_(25000, 75000]
- BILL_AMT4_(75000, 200000]
- BILL_AMT4_(200000, 2000000]
- BILL_AMT5_(-350000, -1]
- BILL_AMT5_(-1, 0]
- BILL_AMT5_(0, 25000]
- BILL_AMT5_(25000, 75000]
- BILL_AMT5_(75000, 200000]
- BILL_AMT5_(200000, 2000000]
- BILL_AMT6_(-350000, -1]
- BILL_AMT6_(-1, 0]
- BILL_AMT6_(0, 25000]
- BILL_AMT6_(25000, 75000]
- BILL_AMT6_(75000, 200000]
- BILL_AMT6_(200000, 2000000]
- PAY_AMT1_(-1, 0]
- PAY_AMT1_(0, 25000]
- PAY_AMT1_(25000, 50000]
- PAY_AMT1_(50000, 100000]
- PAY_AMT1_(100000, 2000000]
- PAY_AMT2_(-1, 0]
- PAY_AMT2_(0, 25000]
- PAY_AMT2_(25000, 50000]
- PAY_AMT2_(50000, 100000]
- PAY_AMT2_(100000, 2000000]
- PAY_AMT3_(-1, 0]
- PAY_AMT3_(0, 25000]
- PAY_AMT3_(25000, 50000]
- PAY_AMT3_(50000, 100000]
- PAY_AMT3_(100000, 2000000]
- PAY_AMT4_(-1, 0]
- PAY_AMT4_(0, 25000]
- PAY_AMT4_(25000, 50000]
- PAY_AMT4_(50000, 100000]
- PAY_AMT4_(100000, 2000000]
- PAY_AMT5_(-1, 0]
- PAY_AMT5_(0, 25000]
- PAY_AMT5_(25000, 50000]
- PAY_AMT5_(50000, 100000]
- PAY_AMT5_(100000, 2000000]
- PAY_AMT6_(-1, 0]
- PAY_AMT6_(0, 25000]
- PAY_AMT6_(25000, 50000]
- PAY_AMT6_(50000, 100000]
- PAY_AMT6_(100000, 2000000]
- cluster
cluster_column: cluster
cluster_data:
- 0
- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
- 11
- 12
- 13
- 14
- 15
- 16
- 17
- 18
- 19
- 20
- 21
- 22
columns:
  AGE: int
  BILL_AMT1: int
  BILL_AMT2: int
  BILL_AMT3: int
  BILL_AMT4: int
  BILL_AMT5: int
  BILL_AMT6: int
  EDUCATION: int
  ID: int
  LIMIT_BAL: int
  MARRIAGE: int
  PAY_0: int
  PAY_2: int
  PAY_3: int
  PAY_4: int
  PAY_5: int
  PAY_6: int
  PAY_AMT1: int
  PAY_AMT2: int
  PAY_AMT3: int
  PAY_AMT4: int
  PAY_AMT5: int
  PAY_AMT6: int
  SEX: int
  default: int
columns_to_eval:
- LIMIT_BAL
- SEX
- EDUCATION
- MARRIAGE
- AGE
- PAY_0
- PAY_2
- PAY_3
- PAY_4
- PAY_5
- PAY_6
- BILL_AMT1
- BILL_AMT2
- BILL_AMT3
- BILL_AMT4
- BILL_AMT5
- BILL_AMT6
- PAY_AMT1
- PAY_AMT2
- PAY_AMT3
- PAY_AMT4
- PAY_AMT5
- PAY_AMT6
target_column: default