Table 4 Root mean squared error Coin... | Emerald Publishing

Table 4

Root mean squared error

Coin	ARIMA	SLR	RF	DT	GB	SVR	MLP	RF with XGBoost	Avg RF, GB and DT
XRP	137.59	0.323	0.052	0.043	0.041	0.171	0.274	0.08777	0.020
BNB	19.842	125.7	14.046	14.598	10.835	109.593	136.629	356.0657	82.958
MONA	0.054	0.966	0.173	0.135	0.118	0.475	0.695	50.53283	11.838
XLM	0.02	0.137	0.021	0.017	0.016	0.075	0.151	30.97294	7.813
DASH	0.004	119.25	15.468	12.497	12.699	100.591	145.217	0.03559	0.015
ETH	9.962	903.2	93.764	81.922	73.616	1212.689	925.488	58.91513	13.658
XMR	4.087	82.239	11.946	10.859	8.805	56.477	85.682	0.01724	0.004
FIL	0.019	29.642	3.55	3.105	2.752	22.931	29.521	0.16264	0.044
LTC	13.837	63.26	8.932	8.342	7.335	49.155	69.146	8.20556	3.756
DOGE	4.177	0.094	0.015	0.014	0.016	0.085	0.106	34.43673	9.557
TRX	1.262	0.026	0.004	0.004	0.003	0.074	0.072	0.51188	0.129
XEM	10.417	0.143	0.024	0.02	0.019	0.079	0.103	35.25817	10.603
ZEC	11.242	84.283	11.809	10.62	9.894	59.686	97.813	0.06396	0.018
MANA	0.01	0.751	0.089	0.088	0.073	0.506	0.806	0.19719	0.080
ETC	0.084	18.139	3.9	3.565	3.792	15.187	17.31	15.34957	3.132

Coin	ARIMA	SLR	RF	DT	GB	SVR	MLP	RF with XGBoost	Avg RF, GB and DT
XRP	137.59	0.323	0.052	0.043	0.041	0.171	0.274	0.08777	0.020
BNB	19.842	125.7	14.046	14.598	10.835	109.593	136.629	356.0657	82.958
MONA	0.054	0.966	0.173	0.135	0.118	0.475	0.695	50.53283	11.838
XLM	0.02	0.137	0.021	0.017	0.016	0.075	0.151	30.97294	7.813
DASH	0.004	119.25	15.468	12.497	12.699	100.591	145.217	0.03559	0.015
ETH	9.962	903.2	93.764	81.922	73.616	1212.689	925.488	58.91513	13.658
XMR	4.087	82.239	11.946	10.859	8.805	56.477	85.682	0.01724	0.004
FIL	0.019	29.642	3.55	3.105	2.752	22.931	29.521	0.16264	0.044
LTC	13.837	63.26	8.932	8.342	7.335	49.155	69.146	8.20556	3.756
DOGE	4.177	0.094	0.015	0.014	0.016	0.085	0.106	34.43673	9.557
TRX	1.262	0.026	0.004	0.004	0.003	0.074	0.072	0.51188	0.129
XEM	10.417	0.143	0.024	0.02	0.019	0.079	0.103	35.25817	10.603
ZEC	11.242	84.283	11.809	10.62	9.894	59.686	97.813	0.06396	0.018
MANA	0.01	0.751	0.089	0.088	0.073	0.506	0.806	0.19719	0.080
ETC	0.084	18.139	3.9	3.565	3.792	15.187	17.31	15.34957	3.132

Note(s): Table showing root mean squared error of cryptocurrencies

Source(s): Table by authors