Table 6.

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

Neural Network	Mean Validation Accuracy (%)	Standard Deviation (%)
ANN—with 1 hidden layer	88.33	6.52
ANN—with 2 hidden layers	88.05	7.86
CNN—1 convolution layer	92.5	5.56
CNN—2 convolution layers	95.27	2.63
CNN—3 convolution layers	90.52	3
CNN—1 convolution and a pooling layer	94.16	3.05
CNN—2 convolution and 2 pooling layers	93.88	4.3
CNN—3 convolution and 3 pooling layers	92.22	5.82