Table 4.
Results of tenfold cross-validation experiment performed using Model 1 to predict main enzyme class
Class | Total sequences | True positive | False positive | Precision rate (%) | Recall (%) |
---|---|---|---|---|---|
1 | 986 | 878 | 115 | 88.40 | 88.70 |
2 | 734 | 602 | 95 | 86.40 | 84.10 |
3 | 674 | 610 | 124 | 83.10 | 86.60 |
4 | 828 | 737 | 81 | 90.10 | 89.60 |
5 | 664 | 558 | 75 | 88.20 | 86 |
6 | 845 | 786 | 70 | 91.80 | 92.40 |
Overall | 4731 | 4171 | 560 | 88.20 | 88.20 |