On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data

Table 6

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

Method	Precision	Recall	𝐹1
SVM only	0.52	0.2167	0.3059
With del+WkNN	1.0	0.0167	0.0328
With add+WkNN	0.4493	0.5167	0.4806
With del+SoftSL	0.75	0.15	0.25
With add+SoftSL	0.3667	0.55	0.44