On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data

Table 10

Microaveraged results for RF, trained on “incompletely labeled” Yeast dataset (with different fraction of deleted labels 𝑝).

𝑝 parameter	Precision	Recall	𝐹1
0	0.6340	0.5087	0.5315
0.1	0.6081	0.4613	0.4959
0.2	0.5693	0.3648	0.4133
0.3	0.5788	0.3240	0.3873
0.4	0.5068	0.2471	0.3094
0.5	0.5194	0.2431	0.3104
0.6	0.4354	0.1621	0.2224