Table 2 Errors of 10-fold cross-validation by weight decay.

From: Automatic diagnosis of neurological diseases using MEG signals with a deep neural network

Weight decay

Mean(Error)

SD(Error)

Mean(Error2)

0.005

34.1%

12.9%

13.3%2

0.0005

29.3%

10.6%

9.7%2

0.00005

31.3%

14.2%

11.8%2

  1. Mean(Error): average of error over 10-fold cross-validation; SD(Error): standard deviation of error over 10-fold cross-validation; Mean(Error2): average of squared error over 10-fold cross-validation.
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