On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data

Table 5

Microaveraged results for category “aging mechanisms by anatomy: cell level” (AgingPortfilio dataset).

Method	Precision	Recall	𝐹1
SVM only	0.5167	0.3827	0.4397
With del+WkNN	0.5946	0.2716	0.3729
With add+WkNN	0.4123	0.5802	0.4821
With del+SoftSL	0.5342	0.4815	0.5065
With add+SoftSL	0.4182	0.5679	0.4817