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. 2021 Dec 2;26(23):7314. doi: 10.3390/molecules26237314

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