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. 2021 Jun 22;21(13):4269. doi: 10.3390/s21134269

Table 9.

Hyper-parameters of each model.

Data Sets	Models	Learning Rate	Batch Size	Epoch	Optimizer
Raw	LSTM	0.01	64	50	Adam
	Bidirectional LSTM	0.001	128	100	”
	CNN- LSTM	0.01	64	200	”
	CNN-Bidirectional LSTM	0.001	64	500	”
Power	LSTM	0.0001	64	300	”
	Bidirectional LSTM	0.001	32	300	”
	CNN- LSTM	0.01	128	500	”
	CNN-Bidirectional LSTM	0.001	64	500	”
Relative	LSTM	0.0001	128	500	”
	Bidirectional LSTM	0.001	32	300	”
	CNN- LSTM	0.001	64	300	”
	CNN-Bidirectional LSTM	0.01	64	300	”