notebook_07

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

Inputs :

 input_DNV_A_B_C.csv = '/media/gqc/unionsine1/VS_Research/CCTV/DNV/Data/feature_engineer_data/input_DNV_A_B_C_version_4_(row_per_pipe_id).csv'

 MAINS_TO_BE_PREDICTED = /home/gqc/git/gqc/gqc-utility-notebooks/data_jake_new/DNV_SanMains_not_train_test_ALL_NEG_NULL_FIXED_06112024.csv

 BEST_MODEL_PARAMETER = /media/gqc/unionsine/VS_Research/CCTV/feature_engineer_model_output/best_model_parameter/
 eg: (dnv-catboost-None-y=I.pkl, dnv-catboost-None-y=Structural_defect_I.pkl)

 SanMain.shp = '/media/gqc/unionsine1/VS_Research/CCTV/DNV/GIS/shapefiles/SanMain_shp/SanMain.shp'
 SanHistMain.shp = '/media/gqc/unionsine1/VS_Research/CCTV/DNV/GIS/shapefiles/SanMain_shp/SanHistMain.shp'

Output :

  shape file = /media/gqc/unionsine/VS_Research/CCTV/DNV/GIS/shapefiles/

  saved model = /home/gqc/git/gqc/gqc-utility-notebooks/data_jake_new/