Table 10.

Forecasting BTC price direction by classification models for nth day using Interval III

Metrics	Horizon	ANN	SVM	SANN	LSTM
Acc.(%)	7	51	62	53	55
	30	52	52	62	52
	90	62	54	60	64
F1-score	7	0.65	0.58	0.38	0.65
	30	0.68	0.68	0.70	0.68
	90	0.56	0.66	0.68	0.71
AUC	7	0.53	0.60	0.51	0.56
	30	0.50	0.50	0.61	0.50
	90	0.59	0.57	0.62	0.66