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Table 1 Hyper-parameters of multi-scale CNN

From: CNNH_PSS: protein 8-class secondary structure prediction by convolutional neural network with highway

Layer Hyper-parameter Value
Multi-scale CNN Kernel length [7, 9, 11]
Number of kernels 80 for each kernel length
Batch size 50
Learning rate 2e-3
Regularizer 5e-5
Decay rate 0.05
Activation function ReLU