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. 2021 Jul 11;21(14):4736. doi: 10.3390/s21144736

Table 5.

The hyper-parameters of the selected DTL models.

Parameters FCN IncepNet ResNet P-LeNet
Number of hidden Layers 3 3 3 2
Units in hidden layers 128, 256, 128 32, 64, 32 128, 256, 128 5, 20
Batch size 64 64 64 64
Hidden layer activation relu linear relu relu
Output activation function softmax softmax softmax softmax
Dropout N/A N/A 0.1 N/A
Optimizer Adam Adam Adam Adam