An Ensemble Method for High-Dimensional Multilabel Data

Table 4

A comparison of one error of four classifiers on data sets.

Data set	EMCFS	ML-𝑘NN	LIFT	Rank-SVM
Emotions	0.253	0.285	0.264	0.293
Medical	0.140	0.267	0.180	0.194
Corel16k	0.671	0.852	0.674	0.783
Delicious	0.401	0.482	0.433	0.665