diff --git a/model_selection/cv_metric_gen.py b/model_selection/cv_metric_gen.py
index e70527427094a3fa3b7c6b242cef4b4a625822a7..281e1c8356486d1ad9eee0ae570d2d4684cca33e 100644
--- a/model_selection/cv_metric_gen.py
+++ b/model_selection/cv_metric_gen.py
@@ -216,25 +216,23 @@ if __name__ == "__main__":
                         # Append the interpolated TPR and AUC for this fold
                         tprs.append(interp_tpr)
                         aucs.append(roc_display.roc_auc)
-            
                     # Plot the diagonal line representing random guessing
-                    axes[model_idx].plot([0, 1], [0, 1], linestyle='--', lw=2, color='r', alpha=.8)
+                    axes[model_idx].plot([0, 1], [0, 1], linestyle='--', lw=2, color='r', alpha=.8, label='Random guessing')
                     # Compute the mean of the TPRs
                     mean_tpr = np.mean(tprs, axis=0)
                     mean_tpr[-1] = 1.0
                     mean_auc = auc(mean_fpr, mean_tpr)  # Calculate the mean AUC
                     # Plot the mean ROC curve with a thicker line and distinct color
-                    axes[model_idx].plot(mean_fpr, mean_tpr, color='b', lw=4, 
-                                        label=r'Mean ROC (AUC = %0.2f)' % mean_auc, alpha=.8)
+                    axes[model_idx].plot(mean_fpr, mean_tpr, color='b', lw=4,
+                                         label=r'Mean ROC (AUC = %0.2f)' % mean_auc, alpha=.8)
                     # Set plot limits and title
                     axes[model_idx].set(xlim=[-0.05, 1.05], ylim=[-0.05, 1.05],
                                         title=f"ROC Curve - {model_name} ({group}-{method_names[j]})")
                     axes[model_idx].legend(loc="lower right")
-                    
             # Store the DataFrame in the dictionary with a unique key for each sheet
             sheet_name = f"{group}_{method_names[j]}"
             scores_sheets[sheet_name] = scores_df
-            # Adjust layout and save/show figure
+            # Adjust layout and save figure
             plt.tight_layout()
             plt.savefig(f'./output_cv_metrics/curves/{group}_{method_names[j]}.svg', format='svg', dpi=500)
             plt.close(fig)
diff --git a/model_selection/output_cv_metrics/curves/pre_ORIG.svg b/model_selection/output_cv_metrics/curves/pre_ORIG.svg
index 6cc82d7328a5236af2142c096385d7eb8007a713..79ee48f93d83a76f544bea4a44c19c9f8a17141d 100644
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diff --git a/model_selection/output_cv_metrics/metrics.xlsx b/model_selection/output_cv_metrics/metrics.xlsx
index 37a3cbd9bf2d7851a3536f602a7325dad3b5e43b..003029e62d816579d0620a65a15a76e07d107fef 100644
Binary files a/model_selection/output_cv_metrics/metrics.xlsx and b/model_selection/output_cv_metrics/metrics.xlsx differ