Table 1.

Results comparison between the proposed system and the existing models.

Citation	Existing Models	Study Currency	RMSE	MAPE
	Autoregressive integrated moving average (ARIMA),		302.53	42.239
[4]	Long Short-Term Memory (LSTM)	BTC-USDT	603.68	87.413
	Gated Recurrent Unit (GRU)		381.34	49.808
[48]	Least Squares Support Vector Machine (LSSVM)	BTC-USD	272.155	37.720
	Neural Networks with Backpropagation		540.087	74.935
Proposed	ADE-TFT(h=2)		209.74	31.0104
model	ADE-TFT(h=4)	BTC-USD	178.68	29.3295
	ADE-TFT(h=8)		167.12	23.1734