On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data

Table 4

Microaveraged results for category “cancer and related diseases: malignant neoplasms including in situ” (AgingPortfilio dataset).

Method	Precision	Recall	𝐹1
SVM only	0.4444	0.4	0.4211
with del+WkNN	0.1277	0.9	0.2236
with add+WkNN	0.24	0.9	0.3789
with del+SoftSL	0.0549	1.0	0.1040
with add+SoftSL	0.1032	0.975	0.1866