Cross-Individual Gesture Recognition Based on Long Short-Term Memory Networks

Table 3

Group BCD_A assessment indicators.

Model	Gestures	Recall (%)	F1_score (%)	Support	Accuracy (%)
CI-LSTM	Fist	40	54	5305	77.00
	Spread	97	91	6058
	TISP	83	72	4432
	PWTF	86	82	5601
CNN-LSTM	Fist	24	35	5305	70.13
	Spread	92	89	6058
	TISP	80	63	4432
	PWTF	83	80	5601
LSTM	Fist	16	26	5305	67.87
	Spread	92	91	6058
	TISP	83	61	4432
	PWTF	79	74	5601
SVM	Fist	60	49	5305	50.63
	Spread	78	62	6058
	TISP	47	64	4432
	PWTF	17	22	5601