Research Article

On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data

Table 3

Microaveraged results for category “experimental techniques: in vivo methods” (AgingPortfilio dataset).

Method Precision Recall

SVM only 0.6 0.12 0.2
With del+WkNN 0.7879 0.26 0.391
With add+WkNN 0.66 0.33 0.44
With del+SoftSL 0.2140 0.64 0.3208
With add+SoftSL 0.4653 0.47 0.4677