Research Article

Feature Selection and Overlapping Clustering-Based Multilabel Classification Model

Table 5

Micro -measure for all models on emotions dataset. is the number of attributes, and is the amount of clusters.

Classification modelEmotions

-means + ML-KNN272

EM + ML-KNN272

MDI + FCM + ML-KNN220%
30%
40%

-means + ML-KNN372

EM + ML-KNN372

MDI + FCM + ML-KNN320%
30%
40%

-means + ML-KNN472

EM + ML-KNN472

MDI + FCM + ML-KNN420%
30%
40%

-means + ML-KNN572

EM + ML-KNN572

MDI + FCM + ML-KNN520%
30%
40%

-means + ML-KNN672

EM + ML-KNN672

MDI + FCM + ML-KNN620%
30%
40%

-means + ML-KNN772

EM + ML-KNN772

MDI + FCM + ML-KNN720%
30%
40%