TABLE 2.
Cross-validation and independent testing scores of two different classifiers for three species.
Species | Algorithm | 10 fold cross-validation | Independent testing | ||||||||
ACC | MCC | Sn | Sp | auROC | ACC | MCC | Sn | Sp | auROC | ||
H. sapiens | SVM | 62.0% | 0.240 | 61.4% | 62.6% | 0.656 | 64.0% | 0.280 | 66.0% | 62.0% | 0.679 |
RF | 64.3% | 0.287 | 66.1% | 62.6% | 0.700 | 75.0% | 0.501 | 78.0% | 72.0% | 0.800 | |
S. cerevisiae | SVM | 67.5% | 0.352 | 73.7% | 61.2% | 0.720 | 72.5% | 0.45 | 73.0% | 73.0% | 0.786 |
RF | 74.8% | 0.497 | 77.2% | 72.4% | 0.810 | 77.0% | 0.540 | 75.0% | 79.0% | 0.838 | |
M. musculus | SVM | 70.7% | 0.42 | 65.9% | 75.4% | 0.759 | / | / | / | / | / |
RF | 74.8% | 0.50 | 73.1% | 76.5% | 0.796 | / | / | / | / | / |