An Ensemble Method for High-Dimensional Multilabel Data

Table 2

A comparison of average precision of four classifiers on data sets (%).

Data set	EMCFS	ML-𝑘NN	LIFT	Rank-SVM
Emotions	80.5	76.3	78.9	77.6
Medical	89.9	78.2	86.9	87.2
Corel16k	32.3	27.6	31.5	29.7
Delicious	29.5	25.7	28.2	22.4