Table 4.

The mean validation accuracy of the neural networks for one-additive solutions.

Neural Network	Mean Validation Accuracy (%)	Standard Deviation (%)
ANN—with 1 hidden layer	98.06	3.11
ANN—with 2 hidden layers	98.38	1.7
CNN—1 convolution layer	99.67	1.02
CNN—2 convolution layers	99.05	1.52
CNN—3 convolution layers	99.35	1.36
CNN—1 convolution and a pooling layer	98.7	1.66
CNN—2 convolution and 2 pooling layers	99.67	1.02
CNN—3 convolution and 3 pooling layers	99.35	1.36