Table 2 Training and test results for EC family classification using Peptide Programs
From: Enzyme classification with peptide programs: a comparative study
Training | Test | |||||||
|---|---|---|---|---|---|---|---|---|
EC Family | Accuracy | Precision | Recall | MCC | Accuracy | Precision | Recall | MCC |
1.1.1.1 | 99% | 97% | 87% | 0,91 | 99% | 94% | 81% | 0.87 |
1.1.1.25 | 100% | 99% | 94% | 0,96 | 99% | 93% | 84% | 0.88 |
1.8.4.11 | 100% | 100% | 100% | 1,00 | 100% | 100% | 100% | 1.00 |
2.1.2.10 | 100% | 100% | 100% | 1,00 | 100% | 98% | 100% | 0.99 |
2.3.2.6 | 100% | 100% | 100% | 1,00 | 100% | 100% | 100% | 1.00 |
2.5.1.55 | 100% | 100% | 100% | 1,00 | 100% | 98% | 98% | 0.97 |
2.7.1.11 | 100% | 100% | 96% | 0,98 | 100% | 100% | 90% | 0.95 |
2.7.1.21 | 99% | 99% | 86% | 0,92 | 99% | 97% | 79% | 0.87 |
2.7.2.1 | 100% | 100% | 100% | 1,00 | 100% | 100% | 100% | 1.00 |
2.7.7.27 | 100% | 96% | 93% | 0,95 | 99% | 93% | 88% | 0.90 |
3.1.26.11 | 100% | 100% | 99% | 1,00 | 99% | 93% | 100% | 0.96 |
3.5.4.19 | 100% | 100% | 97% | 0,98 | 99% | 100% | 91% | 0.95 |
4.1.1.31 | 100% | 100% | 100% | 1,00 | 100% | 98% | 100% | 0.99 |
4.2.3.4 | 100% | 100% | 100% | 1,00 | 99% | 100% | 98% | 0.98 |
5.1.1.1 | 100% | 100% | 100% | 1,00 | 100% | 100% | 100% | 1.00 |
5.1.1.3 | 100% | 100% | 100% | 1,00 | 100% | 100% | 100% | 1.00 |
5.3.1.24 | 99% | 100% | 93% | 0,96 | 98% | 95% | 82% | 0.87 |
6.3.4.3 | 100% | 100% | 100% | 1,00 | 99% | 98% | 98% | 0.97 |
Average | 100% | 100% | 97% | 0,98 | 99% | 98% | 94% | 0.95 |