Table 5. Validation accuracy with Leaky ReLU as activation function in the first hidden layer.

1st hidden layer 2nd hidden layer Epoch number Accuracy rate
Leaky ReLU ELU 100 72.57%
200 72.46%
300 67.13%
400 70.18%
Leaky ReLU PReLU 100 64.91%
200 77.78%
300 79.90%
400 79.88%
Leaky ReLU Leaky ReLU 100 67.02%
200 72.46%
300 74.50%
400 71.46%