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. 2022 Dec 18;12(12):3215. doi: 10.3390/diagnostics12123215

Table 3.

The best values of the parameters for CNN-LSTM and CNN-GRU.

Dataset Models Parameters Full Features Selected Features
Dataset 1 CNN-LSTM filters 128 16
Kernel_size 4 4
Pool_Size 2 2
Unit_LSTM 380 40
Unit_Dense 140 50
CNN-GRU filters 128 16
Kernel_size 4 4
Pool_Size 2 2
Unit_GRU 100 320
Unit_Dense 100 200