From: Fast subcellular localization by cascaded fusion of signal-based and homology-based methods
Row | Cleavage Site Predictor | Localization Predictor | Classification Accuracy (%) | Matthew’s correlation coefficient (MCC) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Ext | Mit | Chl | Cyt/Nuc | Overall | Ext | Mit | Chl | Cyt/Nuc | Overall | |||
1 | — | SubLoc [7] | 51.44 | 55.83 | — | 77.86 | 66.79 | — | — | — | — | — |
2 | — | TargetP (P) | 79.08 | 88.02 | 89.19 | 69.57 | 73.93 | 0.79 | 0.49 | 0.79 | 0.64 | 0.65 |
3 | — | TargetP (N) | 97.40 | 89.22 | 0.00 | 87.82 | 87.97 | 0.93 | 0.58 | 0.00 | 0.81 | 0.84 |
4 | TargetP(N) | SVM | 97.26 | 67.07 | 36.49 | 95.86 | 92.63 | 0.93 | 0.70 | 0.53 | 0.86 | 0.90 |
5 | TargetP(N) | PDA | 97.55 | 61.68 | 6.76 | 95.61 | 91.34 | 0.91 | 0.68 | 0.26 | 0.84 | 0.88 |
6 | TargetP(N) | PDAproj+SVM | 97.26 | 65.27 | 37.84 | 93.57 | 91.10 | 0.93 | 0.64 | 0.50 | 0.83 | 0.88 |
7 | CRF | SVM | 94.52 | 63.47 | 28.38 | 95.86 | 91.45 | 0.90 | 0.68 | 0.45 | 0.84 | 0.89 |
8 | CRF | PDA | 94.81 | 59.28 | 1.35 | 95.55 | 90.24 | 0.88 | 0.67 | 0.11 | 0.82 | 0.81 |
9 | CRF | PDAproj+SVM | 94.66 | 63.47 | 25.68 | 93.63 | 89.97 | 0.90 | 0.60 | 0.41 | 0.82 | 0.87 |