Table 5 R -Squared Coin ARIMA SLR RF DT... | Emerald Publishing

Table 5

R-Squared

Coin	ARIMA	SLR	RF	DT	GB	SVR	MLP	RF with XG Boost	Avg RF, GB and DT
XRP	0	−356.35	0.98	0.98	0.98	0.58	−1.67	0.25	0.980
BNB	0.03	0.14	0.99	0.99	1	0.09	−0.91	0.91	1.000
MONA	0.03	−1.44	0.98	0.97	0.99	0.75	0.02	0.92	1.000
XLM	0.01	−1029.32	0.98	0.98	0.99	0.62	−10.21	0.67	0.980
DASH	0.13	−1.55	0.99	0.98	0.99	−4.5	−24.59	0.87	0.980
ETH	0	−0.26	1	0.99	1	−23.35	−0.79	0.7	0.990
XMR	0.01	−15.39	0.98	0.98	0.99	−0.23	−1.27	0.45	0.980
FIL	0.01	−6.3	0.99	0.99	0.99	−1.23	−3.53	0.62	0.980
LTC	0.01	−71.37	0.98	0.98	0.99	−2.23	−3.27	0.78	0.960
DOGE	0.08	−1.89	0.98	0.98	0.98	0.4	−52.48	0.79	0.990
TRX	0.99	−3.05	0.99	0.98	0.99	−593.2	−2.07	0.64	0.980
XEM	0.01	−5.6	0.98	0.97	0.98	0.67	−0.03	0.75	0.980
ZEC	0.01	−5.44	0.98	0.98	0.99	−1.23	−11.31	0.7	0.980
MANA	0.05	−0.92	0.99	0.99	0.99	0.44	−5.23	0.95	0.990
ETC	0.02	−4.2	0.97	0.96	0.96	−0.93	−3.74	0.68	0.990

Coin	ARIMA	SLR	RF	DT	GB	SVR	MLP	RF with XG Boost	Avg RF, GB and DT
XRP	0	−356.35	0.98	0.98	0.98	0.58	−1.67	0.25	0.980
BNB	0.03	0.14	0.99	0.99	1	0.09	−0.91	0.91	1.000
MONA	0.03	−1.44	0.98	0.97	0.99	0.75	0.02	0.92	1.000
XLM	0.01	−1029.32	0.98	0.98	0.99	0.62	−10.21	0.67	0.980
DASH	0.13	−1.55	0.99	0.98	0.99	−4.5	−24.59	0.87	0.980
ETH	0	−0.26	1	0.99	1	−23.35	−0.79	0.7	0.990
XMR	0.01	−15.39	0.98	0.98	0.99	−0.23	−1.27	0.45	0.980
FIL	0.01	−6.3	0.99	0.99	0.99	−1.23	−3.53	0.62	0.980
LTC	0.01	−71.37	0.98	0.98	0.99	−2.23	−3.27	0.78	0.960
DOGE	0.08	−1.89	0.98	0.98	0.98	0.4	−52.48	0.79	0.990
TRX	0.99	−3.05	0.99	0.98	0.99	−593.2	−2.07	0.64	0.980
XEM	0.01	−5.6	0.98	0.97	0.98	0.67	−0.03	0.75	0.980
ZEC	0.01	−5.44	0.98	0.98	0.99	−1.23	−11.31	0.7	0.980
MANA	0.05	−0.92	0.99	0.99	0.99	0.44	−5.23	0.95	0.990
ETC	0.02	−4.2	0.97	0.96	0.96	−0.93	−3.74	0.68	0.990

Note(s): Table showing R Squared of cryptocurrencies

Source(s): Table by authors