Table 1.
Step | Type | EC | Training | Validation | Test |
---|---|---|---|---|---|
First prediction | EC 1 | 180 177 | 22 160 | 22 161 | |
EC 2 | 279 647 | 34 487 | 34 473 | ||
Positive | EC 3 | 206 177 | 25 408 | 25 418 | |
EC 4 | 81 624 | 10 057 | 10 054 | ||
EC 5 | 50 103 | 6180 | 6182 | ||
EC 6 | 44 521 | 5489 | 5489 | ||
Non-enzyme | 113 881 | 14 225 | 14 272 | ||
Negative | Random substitution | 13 585 | 1695 | 1684 | |
Consecutive substitution | 13 580 | 1710 | 1674 | ||
Second prediction | EC 1 fourth digit | 122 858 | 14 961 | 14 961 | |
EC 2 fourth digit | 284 539 | 35 139 | 35 139 | ||
Positive | EC 3 fourth digit | 222 466 | 27 511 | 27 511 | |
EC 4 fourth digit | 658,52 | 8065 | 8065 | ||
EC 5 fourth digit | 55 187 | 6825 | 6825 | ||
EC 6 fourth digit | 107 511 | 13 380 | 13 380 |