Table 3 The performance of optimum feature subsets on four training sets using five-fold cross-validation
From: Prediction of bioluminescent proteins by using sequence-derived features and lineage-specific scheme
Lineage | Number | Sensitivity | Specificity | Accuracy | MCC | AUC |
|---|---|---|---|---|---|---|
General | 199 | 0.732 ± 0.010 | 0.949 ± 0.022 | 0.841 ± 0.006 | 0.698 ± 0.018 | 0.883 ± 0.007 |
Bacteria | 174 | 0.832 ± 0.012 | 0.943 ± 0.016 | 0.888 ± 0.006 | 0.780 ± 0.013 | 0.920 ± 0.010 |
Eukaryota | 204 | 0.667 ± 0.053 | 0.833 ± 0.053 | 0.750 ± 0.026 | 0.510 ± 0.054 | 0.806 ± 0.015 |
Archaea | 129 | 0.825 ± 0.061 | 0.900 ± 0.094 | 0.863 ± 0.047 | 0.733 ± 0.095 | 0.917 ± 0.019 |