Table 5. Cross-validation results of Multi-Label classification on multifunctional enzymes only.
IBLR_ML | MLkNN | BRkNN | RAkEL | HOMER | |
---|---|---|---|---|---|
Micro-averaged Precision | 0.8406 | 0.8374 | 0.8279 | 0.8090 | 0.7519 |
Micro-averaged Recall | 0.8178 | 0.8209 | 0.8285 | 0.8126 | 0.8233 |
Micro-averaged F-Measure | 0.8290 | 0.8290 | 0.8282 | 0.8108 | 0.7859 |
Macro-averaged Precision | 0.6792 | 0.6746 | 0.7341 | 0.7364 | 0.6056 |
Macro-averaged Recall | 0.6705 | 0.6761 | 0.7379 | 0.6917 | 0.6619 |
Macro-averaged F-Measure | 0.6737 | 0.6747 | 0.7347 | 0.7004 | 0.6305 |
Average Precision | 0.8940 | 0.8930 | 0.8583 | 0.8910 | 0.8407 |