1) Load : regression_models_finalset in MATLAB (it is a workspace containing all the variables and functions to test)
2) Run 'ML_classify_predict_functions_results' in MATLAB live editor. 

Other 3 files named 'Equinor_data _xxxx' are the dataset which was generated performing all the workflow mentioned in thesis.
This files can be used directly to train and test new Classsification and Regression Models.