y range 0-1 for metrics

model_selection/cv_metrics_distr.py

@@ -40,6 +40,9 @@ if __name__ == "__main__":
                 # Plot boxplot for the current metric across all models
                 ax.boxplot(metric_data, labels=model_names)
                 ax.set_title(f'{metric_name} for {group}{method}')
+                # Set y-axis limits for metrics that take values in the interval [0, 1]
+                if metric_name in ['F1', 'PREC', 'REC', 'ACC', 'AUROC', 'AUPRC']:
+                    ax.set_ylim(0, 1)
             plt.tight_layout()
             fig.savefig(f'./output_cv_metrics/distributions/{group}{method}.svg', format='svg', dpi=600)
             plt.close(fig)  # Close the figure to free up memory