Table 2 Mean absolute error Coin ARIMA... | Emerald Publishing

Table 2

Mean absolute error

Coin	ARIMA	SLR	RF	DT	GB	SVR	MLP	RF with XGBoost	Avg RF, GB and DT
XRP	98.288	0.264	0.019	0.024	0.021	0.108	0.183	0.05579	0.008
BNB	13.192	97.665	4.61	5.671	5.696	60.99	111.3	213.3256	44.659
MONA	0.031	0.713	0.054	0.069	0.062	0.312	0.579	25.63429	5.134
XLM	0.009	0.113	0.008	0.009	0.008	0.059	0.129	20.20679	4.259
DASH	0.003	95.75	5.879	7.211	6.531	56.31	84	0.01516	0.004
ETH	5.454	739	38.614	46.389	41.215	724.5	775.9	41.7622	6.805
XMR	2.068	65.669	4.916	6.257	5.879	35.54	61.33	0.01283	0.002
FIL	0.01	18.503	1.1	1.346	1.167	9.257	19.05	0.11622	0.023
LTC	8.742	51.08	3.8	4.499	4.229	35.34	50.07	3.88621	1.086
DOGE	2.294	0.06	0.004	0.004	0.004	0.07	0.077	24.22042	5.544
TRX	0.835	0.02	0.002	0.002	0.002	0.069	0.067	0.37456	0.062
XEM	6.395	0.111	0.006	0.008	0.007	0.062	0.065	23.80469	5.818
ZEC	6.212	68.536	4.934	5.842	5.572	35.45	59.54	0.04309	0.009
MANA	0.006	0.505	0.026	0.033	0.031	0.254	0.558	0.08772	0.029
ETC	0.038	13.167	1.035	1.162	0.975	7.478	11.62	6.77117	1.212

Coin	ARIMA	SLR	RF	DT	GB	SVR	MLP	RF with XGBoost	Avg RF, GB and DT
XRP	98.288	0.264	0.019	0.024	0.021	0.108	0.183	0.05579	0.008
BNB	13.192	97.665	4.61	5.671	5.696	60.99	111.3	213.3256	44.659
MONA	0.031	0.713	0.054	0.069	0.062	0.312	0.579	25.63429	5.134
XLM	0.009	0.113	0.008	0.009	0.008	0.059	0.129	20.20679	4.259
DASH	0.003	95.75	5.879	7.211	6.531	56.31	84	0.01516	0.004
ETH	5.454	739	38.614	46.389	41.215	724.5	775.9	41.7622	6.805
XMR	2.068	65.669	4.916	6.257	5.879	35.54	61.33	0.01283	0.002
FIL	0.01	18.503	1.1	1.346	1.167	9.257	19.05	0.11622	0.023
LTC	8.742	51.08	3.8	4.499	4.229	35.34	50.07	3.88621	1.086
DOGE	2.294	0.06	0.004	0.004	0.004	0.07	0.077	24.22042	5.544
TRX	0.835	0.02	0.002	0.002	0.002	0.069	0.067	0.37456	0.062
XEM	6.395	0.111	0.006	0.008	0.007	0.062	0.065	23.80469	5.818
ZEC	6.212	68.536	4.934	5.842	5.572	35.45	59.54	0.04309	0.009
MANA	0.006	0.505	0.026	0.033	0.031	0.254	0.558	0.08772	0.029
ETC	0.038	13.167	1.035	1.162	0.975	7.478	11.62	6.77117	1.212

Note(s): Table showing the Mean Absolute Error of cryptocurrencies

Source(s): Table by authors