Table 3 Classification results on test data for main enzyme class classification using level 2 classifier
From: A top-down approach to classify enzyme functional classes and sub-classes using random forest
Class | Total enzymes | True positive | False positive | Precision (%) | Recall (%) | ROC area |
|---|---|---|---|---|---|---|
1 | 493 | 436 | 57 | 88.40 | 88.40 | 0.94 |
2 | 367 | 302 | 49 | 86 | 82.30 | 0.92 |
3 | 337 | 297 | 66 | 81.80 | 88.10 | 0.95 |
4 | 414 | 371 | 53 | 87.50 | 89.60 | 0.95 |
5 | 332 | 281 | 32 | 89.80 | 84.60 | 0.94 |
6 | 422 | 387 | 34 | 91.90 | 91.70 | 0.96 |
Overall | 2365 | 2074 | 291 | 87.70 | 87.70 | 0.94 |