Table 9.

Performance of classification models in different intervals

Metrics	Intervals	ANN	SVM	SANN	LSTM
Acc. (%)	I	57	55	60	54
	II	56	62	65	53
	III	53	56	60	54
F1-score	I	0.72	0.67	0.71	0.63
	II	0.69	0.74	0.75	0.58
	III	0.61	0.53	0.60	0.66
AUC	I	0.51	0.51	0.56	0.52
	II	0.50	0.55	0.59	0.53
	III	0.53	0.56	0.60	0.54