From: From sequence to enzyme mechanism using multi-label machine learning
Dataset | Instances | Attributes | Class labels |
---|---|---|---|
Mechanism set with CSA | 248 | 134 | 82 |
Mechanism set with Maximum sequence identity | 248 | 82 | 82 |
Mechanism set with Minimum Euclidean distance (InterPro) | 248 | 82 | 82 |
Mechanism set with InterPro + CSA | 248 | 456 | 82 |
Mechanism set with Max seq. Id. + min Eucl. Dist. (InterPro) | 248 | 162 | 82 |
Mechanism set with all InterPro sub-signature matches | 248 | 743 | 82 |
Mechanism set with InterPro signatures | 248 | 322 | 82 |
Negative set with InterPro attributes | 290 | 917 | 290 |
Mechanism set + Swiss-Prot non-EC with InterPro attributes | 35,171 | 4418 | 82 |
Swiss-Prot non-EC set with InterPro attributes | 68,667 (226,213) | 4,825 | 0 |