From: Prediction of bioluminescent proteins by using sequence-derived features and lineage-specific scheme
Lineage | Predictor | Sensitivity | Specificity | Accuracy | MCC | AUC | p-value |
---|---|---|---|---|---|---|---|
General | BLProt | 0.348 ± 0.022 | 0.903 ± 0.007 | 0.888 ± 0.007 | 0.132 ± 0.006 | 0.672 ± 0.010 | 0.002 |
SCMBLP | 0.471 ± 0.019 | 0.868 ± 0.008 | 0.858 ± 0.007 | 0.157 ± 0.004 | N/A | 0.002 | |
PredBLP-U | 0.611 ± 0.013 | 0.921 ± 0.005 | 0.913 ± 0.004 | 0.294 ± 0.007 | 0.784 ± 0.007 | N/A | |
Bacteria | BLProt | 0.584 ± 0.020 | 0.769 ± 0.011 | 0.788 ± 0.010 | 0.166 ± 0.008 | 0.674 ± 0.008 | 0.002 |
SCMBLP | 0.569 ± 0.021 | 0.840 ± 0.013 | 0.831 ± 0.012 | 0.194 ± 0.005 | N/A | 0.002 | |
PredBLP-U | 0.606 ± 0.015 | 0.909 ± 0.010 | 0.899 ± 0.009 | 0.299 ± 0.013 | 0.773 ± 0.009 | 0.002 | |
PredBLP-B | 0.638 ± 0.017 | 0.927 ± 0.008 | 0.917 ± 0.007 | 0.352 ± 0.012 | 0.817 | N/A | |
Eukaryota | BLProt | 0.417 ± 0.037 | 0.966 ± 0.010 | 0.960 ± 0.010 | 0.212 ± 0.018 | 0.719 ± 0.016 | 0.002 |
SCMBLP | 0.667 ± 0.053 | 0.914 ± 0.014 | 0.912 ± 0.013 | 0.209 ± 0.009 | N/A | 0.002 | |
PredBLP-U | 0.642 ± 0.038 | 0.954 ± 0.007 | 0.951 ± 0.006 | 0.279 ± 0.011 | 0.765 ± 0.007 | 0.004 | |
PredBLP-E | 0.750 ± 0.037 | 0.946 ± 0.006 | 0.944 ± 0.005 | 0.301 ± 0.010 | 0.836 ± 0.006 | N/A | |
Archaea | BLProt | 0.583 ± 0.057 | 0.842 ± 0.016 | 0.838 ± 0.015 | 0.120 ± 0.010 | 0.666 ± 0.007 | 0.002 |
SCMBLP | 0.550 ± 0.061 | 0.883 ± 0.013 | 0.878 ± 0.012 | 0.154 ± 0.019 | N/A | 0.002 | |
PredBLP-U | 0.775 ± 0.050 | 0.893 ± 0.014 | 0.891 ± 0.013 | 0.244 ± 0.012 | 0.751 ± 0.010 | 0.002 | |
PredBLP-A | 0.750 ± 0.056 | 0.922 ± 0.012 | 0.920 ± 0.011 | 0.279 ± 0.012 | 0.789 ± 0.010 | N/A |