Table 2.

Comparing the tenfold cross-validation accuracy of the ML/DL models in the main dataset for clades and continents classification

Clades classification	tenfold cross-validation accuracy (± SD)	Continent classification	tenfold cross-validation accuracy (± SD)
SVM	15.7% (± 0.03)	SVM	11.1% (± 0.160)
RBF	16.4% (± 0.0003)	RBF	0.4% (± 0.0001)
NB	33.1% (± 0.0008)	NB	3.11% (± 0.0005)
LR	61.39% (± 0.01)	LR	52.6% (± 0.0006)
DT	68.92% (± 0.001)	DT	62.4% (± 0.002)
RF	86.37% (± 0.0009)	RF	79.92% (± 0.001)
DL	87.88 (± 0.013)	DL	78.34% (± 0.018)