Table 9.

Shapiro–Wilk results for one-additive solutions.

Neural Network	p-Value (Testing)	p-Value (Validation)
ANN—with 1 hidden layer	0.0122682	0.0004833
ANN—with 2 hidden layers	0.0000001	0.0002539
CNN—1 convolution layer	0.0000046	0.0000001
CNN—2 convolution layers	0.0000471	0.0000639
CNN—3 convolution layers	0.0000001	0.0000046
CNN—1 convolution and a pooling layer	0.0000471	0.0001686
CNN—2 convolution and 2 pooling layers	0.0000001	0.0000001
CNN—3 convolution and 3 pooling layers	0.0000001	0.0000046