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Table 5 Experimental results of the experiment combinations in Table 4

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

Mean

SD

Mean

SD

1

0.753

0.02

0.772

0.01

0.168

0.04

2

0.766

0.019

0.782

0.019

0.166

0.035

3

0.787

≈ 0

0.793

0.002

0.19

0.01

4

0.786

0.015

0.792

0.011

0.188

0.008