New column in the saved csv for the median of model runs
@@ -436,6 +436,8 @@ class BestEvaluation:
df['acquisition function'] = [self.info["acq_func"]] * n_row
df['num_iteration'] = [i for i in range(n_row)]
df['time'] = [self.info['time_eval'][i] for i in range(n_row)]
+ df['Median(model_runs)'] = [np.median(
+ self.info['dict_model_runs'][self.info['metric_name']]['iteration_' + str(i)]) for i in range(n_row)]
df['Mean(model_runs)'] = [np.mean(
self.info['dict_model_runs'][self.info['metric_name']]['iteration_' + str(i)]) for i in range(n_row)]
df['Standard_Deviation(model_runs)'] = [np.std(
