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) |