Table 9 Detailed results of the random forest method with feature selection (RF_CFS)
Protein class | Sensitivity | Specificity | F-measure | MCC |
|---|---|---|---|---|
Transport | 90.27 | 97.10 | 0.93 | 0.88 |
Transcription | 96.63 | 92.87 | 0.95 | 0.90 |
Translation | 62.50 | 100.00 | 0.77 | 0.78 |
Gluconate utilisation | 100.00 | 100.00 | 1.00 | 1.00 |
Amino acid biosynthesis | 95.85 | 96.30 | 0.95 | 0.92 |
Fatty acid metabolism | 77.78 | 99.73 | 0.87 | 0.85 |
Acetylcholine receptor inhibitor | 100.00 | 100.00 | 1.00 | 1.00 |
G-protein coupled receptor | 96.58 | 97.99 | 0.97 | 0.95 |
Guanine nucleotide-releasing factor | 85.71 | 99.55 | 0.90 | 0.89 |
Fibre protein | 66.67 | 100.00 | 0.80 | 0.81 |
Transmembrane | 94.62 | 98.83 | 0.96 | 0.94 |