An Ensemble Method for High-Dimensional Multilabel Data

Table 3

A comparison of hamming loss of four classifiers on data sets.

Data set	EMCFS	ML-𝑘NN	LIFT	Rank-SVM
Emotions	0.189	0.214	0.206	0.218
Medical	0.009	0.016	0.012	0.014
Corel16k	0.017	0.928	0.017	0.019
Delicious	0.019	0.998	0.021	0.025