notebook_04

Note: Notebooks 4, 5, 6 are integrated into notebook 7

Inputs :

 input_DNV_A_B_C.csv = '/home/gqc/git/gqc/gqc-utility-notebooks/data/input_DNV_A_B_C_version_3_(row_per_pipe_id).csv'

 FEATURE_ENGINEERING_OUTPUT_DIR = /home/gqc/git/gqc/gqc-utility-notebooks/data/feature_engineering_model_output
 eg: (ROC curves (csv))

 BEST_MODEL_PARAMETER_DIR = /home/gqc/git/gqc/gqc-utility-notebooks/data/best_model_parameter
 eg: (dnv-catboost-None-y=I.pkl, dnv-catboost-None-y=Structural_defect_I.pkl)

Outputs :

BEST_MODEL_PARAMETER_DIR = /home/gqc/git/gqc/gqc-utility-notebooks/data/best_model_parameter
eg: (all_v2___model_results.csv, Updated all_v2___model_results.csv, v2__best_model-roc-auc-curve-.png)