Table 3 Mean squared error Coin ARIMA... | Emerald Publishing

Table 3

Mean squared error

Coin	ARIMA	SLR	RF	DT	GB	SVR	MLP	RF with XGBoost	Avg RF, GB and DT
XRP	18931	0.105	0.002	0.003	0.002	0.58	−1.67	0.0077	0.000
BNB	393.7	15799	117.392	197.296	213.091	0.09	−0.91	126782.8	6882.085
MONA	0.003	0.933	0.014	0.03	0.018	0.75	0.02	2553.567	140.136
XLM	0	0.019	0	0	0	0.62	−10.21	959.3232	61.044
DASH	0	14219	161.275	239.256	156.187	−4.5	−24.59	0.00127	0.000
ETH	99.239	815760.5	5419.305	8791.746	6711	−23.35	−0.79	3470.993	186.544
XMR	16.705	6763.324	77.521	142.697	117.923	−0.23	−1.27	0.0003	0.000
FIL	0	878.676	7.574	12.603	9.638	−1.23	−3.53	0.02645	0.002
LTC	191.46	4001.806	53.799	79.782	69.582	−2.23	−3.27	67.33126	14.105
DOGE	17.443	0.009	0	0	0	0.4	−52.48	1185.888	91.333
TRX	1.592	0.001	0	0	0	−593	−2.07	0.26202	0.017
XEM	108.51	0.021	0	0.001	0	0.67	−0.03	1243.139	112.427
ZEC	126.38	7103.623	97.882	139.455	112.793	−1.23	−11.31	0.00409	0.000
MANA	0	0.564	0.005	0.008	0.008	0.44	−5.23	0.03888	0.006
ETC	0.007	329.031	14.379	15.213	12.707	−0.93	−3.74	235.6092	9.808

Coin	ARIMA	SLR	RF	DT	GB	SVR	MLP	RF with XGBoost	Avg RF, GB and DT
XRP	18931	0.105	0.002	0.003	0.002	0.58	−1.67	0.0077	0.000
BNB	393.7	15799	117.392	197.296	213.091	0.09	−0.91	126782.8	6882.085
MONA	0.003	0.933	0.014	0.03	0.018	0.75	0.02	2553.567	140.136
XLM	0	0.019	0	0	0	0.62	−10.21	959.3232	61.044
DASH	0	14219	161.275	239.256	156.187	−4.5	−24.59	0.00127	0.000
ETH	99.239	815760.5	5419.305	8791.746	6711	−23.35	−0.79	3470.993	186.544
XMR	16.705	6763.324	77.521	142.697	117.923	−0.23	−1.27	0.0003	0.000
FIL	0	878.676	7.574	12.603	9.638	−1.23	−3.53	0.02645	0.002
LTC	191.46	4001.806	53.799	79.782	69.582	−2.23	−3.27	67.33126	14.105
DOGE	17.443	0.009	0	0	0	0.4	−52.48	1185.888	91.333
TRX	1.592	0.001	0	0	0	−593	−2.07	0.26202	0.017
XEM	108.51	0.021	0	0.001	0	0.67	−0.03	1243.139	112.427
ZEC	126.38	7103.623	97.882	139.455	112.793	−1.23	−11.31	0.00409	0.000
MANA	0	0.564	0.005	0.008	0.008	0.44	−5.23	0.03888	0.006
ETC	0.007	329.031	14.379	15.213	12.707	−0.93	−3.74	235.6092	9.808

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

Source(s): Table by authors