Fix plot in compute_results.py and fix model_weights getter in model_raw_results

code/bolsonaro/models/model_raw_results.py

@@ -25,7 +25,7 @@ class ModelRawResults(object):
 
     @property
     def model_weights(self):
-        return self.model_weights
+        return self._model_weights
 
     @property
     def training_time(self):

code/compute_results.py

@@ -138,7 +138,6 @@ def extract_weights_across_seeds(models_dir, results_dir, experiment_id):
         extracted_forest_sizes = os.listdir(extracted_forest_sizes_root_path)
         extracted_forest_sizes = [nb_tree for nb_tree in extracted_forest_sizes if not 'no_weights' in nb_tree ]
         extracted_forest_sizes.sort(key=int)
-        all_extracted_forest_sizes.append(list(map(int, extracted_forest_sizes)))
         for extracted_forest_size in extracted_forest_sizes:
             # models/{experiment_id}/seeds/{seed}/extracted_forest_sizes/{extracted_forest_size}
             extracted_forest_size_path = extracted_forest_sizes_root_path + os.sep + extracted_forest_size
@@ -392,7 +391,7 @@ if __name__ == "__main__":
             omp_with_params_experiment_score_metric = extract_scores_across_seeds_and_extracted_forest_sizes(
                 args.models_dir, args.results_dir, args.experiment_ids[2])
         #omp_with_params_without_weights
-        logger.info('Loading omp_with_params experiment scores...')
+        logger.info('Loading omp_with_params without weights experiment scores...')
         omp_with_params_without_weights_train_scores, omp_with_params_without_weights_dev_scores, omp_with_params_without_weights_test_scores, _, \
             omp_with_params_experiment_score_metric = extract_scores_across_seeds_and_extracted_forest_sizes(
                 args.models_dir, args.results_dir, args.experiment_ids[2], weights=False)