Fixed bug in evaluate_metrics.py

Experiments/collect_results.sh

+#!/bin/bash
+for data in {linear,quadratic,cubic,sine,yacht,naval,protein,concrete,kin8nm,wine,power,energy,california}; do
+	python evaluate_metrics.py --data $data
+done

Experiments/evaluate_metrics.py

@@ -22,7 +22,7 @@ from EIVGeneral.linear_evaluation import linear_pred_unc, linear_coverage, compu
 
 # read in data via --data option
 parser = argparse.ArgumentParser()
-parser.add_argument("--data", help="Loads data", default='linear')
+parser.add_argument("--data", help="Loads data", default='yacht')
 parser.add_argument("--no-autoindent", help="",
         action="store_true") # to avoid conflics in IPython
 args = parser.parse_args()
@@ -50,7 +50,7 @@ load_data = importlib.import_module(f'EIVData.{long_dataname}').load_data
 try:
     sigma_y = importlib.import_module(f'EIVData.{long_dataname}').y_noise_strength
     design_matrix = importlib.import_module(f'EIVData.{long_dataname}').design_matrix
-except ImportError:
+except AttributeError:
     sigma_y = None
 
 train_data, test_data = load_data(normalize=normalize)