Show fit and scoring time

index.html

@@ -40,11 +40,18 @@ evaluate(clf)</code>
 
           def evaluate(clf):
               cv_result = cross_validate(clf, X, y, scoring='accuracy', cv=5)
-              show_result = {'split': [1, 2, 3, 4, 5], 'accuracy': cv_result['test_score']}
+              time_fit = sum(cv_result['fit_time'])
+              time_score = sum(cv_result['score_time'])
+
               print(f"Mean test accuracy: {mean(cv_result['test_score']):.3f}")
+              print(f"Total training time: {time_fit:.1f} seconds")
+              print(f"Total time for scoring: {time_score:.1f} seconds")
+
+              show_result = {'split': [1, 2, 3, 4, 5], 'accuracy': cv_result['test_score']}
+              print("Accuracy for each cross validation split:")
               return tabulate.tabulate(show_result, tablefmt='html', headers='keys', floatfmt='.3')
       </py-script>
 
-      <py-repl auto-generate="false"></py-repl>
+      <py-repl auto-generate="true"></py-repl>
   </body>
 </html>