Table 2.
Parameters used in DNN for N-GlycositeAtlas dataset.
Name of the Parameters | Parameters Used |
---|---|
No. of layers | 5 |
No. neuron in four layers | 1024 |
No. of neuron in the output layer | 2 |
Activation Function | sigmoid |
Activation Function at output layer | softmax |
Optimizer | Adam |
Learning rate | 0.001 |
Objective/loss function | Binary_crossentropy |
Model Checkpoint | Monitor = ‘val_accuracy’ |
Reduce learning rate on plateau | Factor = 0.001 |
Early stopping | patience = 5 |
Dropout | 0.3 |
Batch_size | 256 |
Epochs | 400 |