Table 2 Tenfold cross-validation results obtained from experiment to classify enzyme and non-enzyme protein sequences
From: A top-down approach to classify enzyme functional classes and sub-classes using random forest
Protein type | Sequences | Correctly predicted | Precision | Recall | Accuracy |
|---|---|---|---|---|---|
Enzyme | 2399 | 2287 | 94.50% | 95.30% | 95.33% |
Non - Enzyme | 2399 | 2265 | 95.30% | 94.40% | 94.41% |
Overall | 4798 | 4552 | - | - | 94.87% |