From: Robust optimization of convolutional neural networks with a uniform experiment design method: a case of phonocardiogram testing in patients with heart diseases
Experiment combination
Accuracy
F1
False positive
Mean
SD
1
0.753
0.02
0.772
0.01
0.168
0.04
2
0.766
0.019
0.782
0.166
0.035
3
0.787
≈ 0
0.793
0.002
0.19
4
0.786
0.015
0.792
0.011
0.188
0.008