Cleanup

      for i, task_name in enumerate(self.task_names):

        performance_df.loc[i] = [task_name] + list(all_scores[i])

    #  scores = []

    #  for metric in metrics:

    #    scores.append(metric.compute_metric(y, y_pred))

    #  performance_df.loc[i] = [task_name] + scores

    log("Saving predictions to %s" % csv_out, self.verbose)

    pred_y_df.to_csv(csv_out)

    log("Saving model performance scores to %s" % stats_file, self.verbose)