Table 1.
Data set | MaxEnt‐CBI | RF‐CBI | SVM‐CBI | MaxEnt‐AUC | RF‐AUC | SVM‐AUC |
---|---|---|---|---|---|---|
PC | 0.99 | 0.99 | 0.93 | 0.92 | 0.95 | 0.90 |
OD | 0.97 | 0.91 | 0.97 | 0.88 | 0.92 | 0.87 |
RD | 0.99 | 0.98 | 0.98 | 0.90 | 0.95 | 0.93 |
Symbol “OD” stands for the original data, “PC” for principal component, and “RD” for reduced data with correlated covariates being removed.