princevkurien
/
creditcard
connected to https://github.com/pk1308/creditcard.git


  
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            data_ingestion_config:
  dataset_download_file_name: UCI_Credit_Card.csv
  dataset_download_id: https://raw.githubusercontent.com/pk1308/datasets/master/ucicredit/UCI_Credit_Card.csv
  ingested_dir: ingested_data
  ingested_test_file: test.csv
  ingested_train_file: train.csv
  ingestion_dir: Stage00_data_ingestion
  raw_data_dir: raw_data
data_transformation_config:
  data_transformation_dir: stage03_data_transformation
  preprocessing_object_dir: preprocessing
  preprocessing_object_file_name: preprocessing_obj.pkl
data_validation_config:
  data_validation_dir: stage02_data_validation
  report_dir: data_drift_report
  validated_test_file: validated_test.pkl
  validated_train_file: validated_train.pkl
model_evaluation_config:
  base_accuracy: 0.7393333333333333
  eval_difference: 0.05
  eval_model_dir_name: evaluated_model_dir
  eval_param: roc_auc
  evaluated_model_file_name: evaluated_model.pkl
  model_evaluation_dir: stage_05_model_evaluation
model_pusher_config:
  base_accuracy: 0.7393333333333333
  best_model_name: best_model.pkl
  eval_difference: 0.02
  eval_param: accuracy
  model_export_dir: production_model
  model_pusher_dir: stage_06_model_pusher
model_trainer_config:
  base_accuracy: 0.3
  eval_difference: 0.6
  eval_param: roc_auc
  model_factory_file_name: model_factory.yaml
  model_reports_dir: model_eval_reports
  model_trainer_dir: stage04_model_training
  models:
  - GBT
  - RF
  - LGBM
  - CATBOOST
training_pipeline_config:
  artifact_dir: artifact
  experiment_code: Development
  pipeline_name: CreditCard
  random_state: 1961