From: Prediction of bioluminescent proteins by using sequence-derived features and lineage-specific scheme
Type | Feature | Sensitivity | Specificity | Accuracy | MCC | AUC |
---|---|---|---|---|---|---|
Individual | AACa | 0.729 ± 0.029 | 0.806 ± 0.023 | 0.767 ± 0.020 | 0.537 ± 0.039 | 0.802 ± 0.012 |
DCb | 0.791 ± 0.017 | 0.857 ± 0.028 | 0.824 ± 0.014 | 0.650 ± 0.029 | 0.830 ± 0.016 | |
MTFc | 0.313 ± 0.017 | 0.942 ± 0.012 | 0.628 ± 0.008 | 0.328 ± 0.018 | 0.653 ± 0.010 | |
PCPd | 0.452 ± 0.010 | 0.910 ± 0.026 | 0.681 ± 0.010 | 0.408 ± 0.029 | 0.763 ± 0.014 | |
Combinative | AAC + DC | 0.799 ± 0.015 | 0.862 ± 0.026 | 0.830 ± 0.008 | 0.663 ± 0.018 | 0.841 ± 0.012 |
AAC + MTF | 0.764 ± 0.016 | 0.801 ± 0.021 | 0.783 ± 0.005 | 0.566 ± 0.011 | 0.810 ± 0.007 | |
AAC + PCP | 0.728 ± 0.013 | 0.809 ± 0.013 | 0.768 ± 0.007 | 0.538 ± 0.015 | 0.813 ± 0.008 | |
DC + MTF | 0.799 ± 0.014 | 0.854 ± 0.008 | 0.826 ± 0.008 | 0.653 ± 0.015 | 0.836 ± 0.005 | |
DC + PCP | 0.775 ± 0.014 | 0.878 ± 0.020 | 0.827 ± 0.004 | 0.658 ± 0.009 | 0.841 ± 0.006 | |
MTF + PCP | 0.477 ± 0.010 | 0.917 ± 0.016 | 0.697 ± 0.004 | 0.440 ± 0.014 | 0.764 ± 0.020 | |
AAC + DC + MTF | 0.772 ± 0.007 | 0.888 ± 0.011 | 0.830 ± 0.008 | 0.665 ± 0.016 | 0.842 ± 0.006 | |
AAC + DC + PCP | 0.780 ± 0.007 | 0.880 ± 0.016 | 0.830 ± 0.009 | 0.663 ± 0.019 | 0.845 ± 0.009 | |
AAC + MTF + PCP | 0.742 ± 0.011 | 0.793 ± 0.004 | 0.767 ± 0.005 | 0.536 ± 0.010 | 0.816 ± 0.004 | |
DC + MTF + PCP | 0.775 ± 0.014 | 0.886 ± 0.025 | 0.830 ± 0.011 | 0.665 ± 0.023 | 0.845 ± 0.014 | |
AAC + DC + MTF + PCP | 0.770 ± 0.010 | 0.894 ± 0.014 | 0.836 ± 0.004 | 0.676 ± 0.010 | 0.850 ± 0.006 |