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. 2016 Apr 14;11(4):e0153503. doi: 10.1371/journal.pone.0153503

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