method names corrected for plots

model_selection/test_models.py

@@ -277,7 +277,7 @@ if __name__ == "__main__":
                         scores_df.at[model_name, score_name] = score_value
             # Adjust layout and save/show figure
             plt.tight_layout()
-            plt.savefig(f'./test_results/roc_pr_curves/{group}_{method}.svg', format='svg', dpi=500)
+            plt.savefig(f'./test_results/roc_pr_curves/{group}_{method_names[j]}.svg', format='svg', dpi=500)
             plt.close(fig)
             # Store the DataFrame in the dictionary with a unique key for each sheet
             sheet_name = f"{group}_{method_names[j]}"