On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data

Table 1

Microaveraged precision, recall, and 𝐹₁-measure (𝐹₁), obtained on AgingPortfilio dataset with different classification methods.

Method	Precision	Recall	𝐹1
SVM with fixed parameters	0.8649	0.1983	0.2977
SVM with parameter tuning	0.7727	0.3302	0.4159
SVM, del+WkNN	0.5538	0.4452	0.4439
SVM, add+WkNN	0.4664	0.5684	0.4707
SVM, del+SoftSL	0.2132	0.6914	0.3259
SVM, add+SoftSL	0.3850	0.5639	0.4576