sEMG-Based Neural Network Prediction Model Selection of Gesture Fatigue and Dataset Optimization

Table 5

The prediction results of integrated gestures fatigue.

LSTM gestures	Smartphone				PC
	MSE	RMSE	MAE	Prediction	MSE	RMSE	MAE	Prediction
Brower	0.0351	0.0662	0.0526		0.0372	0.0567	0.0425
Game	0.0151	0.1204	0.0886		0.0032	0.0559	0.0197
Typing	0.0151	0.1205	0.089		0.0032	0.0558	0.0185