Table 5.

The mean testing accuracy of the neural networks for two-additive solutions.

Neural Network	Mean Testing Accuracy (%)	Standard Deviation (%)
ANN—with 1 hidden layer	90.55	5.88
ANN—with 2 hidden layers	88.88	7.04
CNN—1 convolution layer	91.11	4.86
CNN—2 convolution layers	89.44	6.25
CNN—3 convolution layers	89.72	4.90
CNN—1 convolution and a pooling layer	91.94	4.02
CNN—2 convolution and 2 pooling layers	90.83	6.00
CNN—3 convolution and 3 pooling layers	92.22	4.30