test_linear_ensemble_expected_output.txt

openml_dataset='kr-vs-kp'
class_name='class'
2556
split_labeled=255, split_unlabeled=2555
(255, 37) (2300, 36), (640, 37)
(2300, 2)
(2064,)
236 ignored
(236, 2)
(255, 37) (2319, 37), (640, 37)
X_train_2.shape=(2300, 36)
eval_predictor_1={'accuracy': 0.9453125, 'balanced_accuracy': 0.9444705513784462, 'mcc': 0.8905511370695931, 'roc_auc': 0.9859707863408521, 'f1': 0.9486049926578561, 'precision': 0.936231884057971, 'recall': 0.9613095238095238}
paper_version: 0.0546875
eval_predictor_2={'accuracy': 0.9640625, 'balanced_accuracy': 0.9626409774436091, 'mcc': 0.9290780975160664, 'roc_auc': 0.9911889097744361, 'f1': 0.9666182873730043, 'precision': 0.943342776203966, 'recall': 0.9910714285714286}
paper_version: 0.035937499999999956
Accuracy is better
is_plus=True