""" Created on Thu Sep 26 23:16:08 2024
@author: Realunknown """
All codes and results is saved at this file folder. The model and the original data are too large to upload, need to contact [email protected].
Question 1: Fig.4.3 and Table 4.1: Run the script data_cleaning.py Fig.4.4: Run the script data_analysis.py Fig.4.5, Fig.4.6, Fig.4.7: Run the script data_analysis.py Fig.4.8: Run the script df_relationship.py and data_features_selection.py Fig.4.9: Run the script data_features_selection.py Fig.4.10: Run the script model_selection.py Fig.4.11: Run the script data features_selection_test.py
Question 2: Fig.5.2: Run the script scatter.py Fig.5.4: Run the script multiple_regression.py
Question 3: Fig.6.2: Run the script regression_nonlinear_fit_optimzation.py Table 6.1: Run the scirpt symbol_regressor.py Fig.6.4: Run the script regress.py Fig.6.5: Run the scirpt painting_ablation.py Fig.6.6: Run the script bayes_features_range.py Fig.6.7: Run the script bayes.py
Question 4: Fig.7.2: Run the script regress.py Fig.7.3,Fig.7.4: Run the scipt painting_compare.py
Question 5: Fig.8.2: Run the script nsga_2_for_core_loss.py