Intelligent Noise Removal from EMG Signal Using Focused Time-Lagged Recurrent Neural Network

Table 15

Regression performance of NN models on EMG signal.

S.N.	NN model	Performance measures
		Training dataset		CV dataset		Test dataset
		MSE	r	MSE	r	MSE	r
1	MLP	0.026537	0.57309	0.03041	0.56829	0.02485	0.58433
2	FTLRNN	0.00024	0.99692	0.00216	0.97584	0.000048	0.99939
3	RBF	0.02654	0.57122	0.03037	0.56915	0.024817	0.585088