Multi label classification of discrete data

The paper describes an algorithm for multi-label classification. Since a pattern can belong to more than one class, the task of classifying a test pattern is a challenging one. We propose a new algorithm to carry out multi-label classification which works for discrete data.We have implemented the al...

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Hauptverfasser: Akhand, Bhupesh, Susheela Devi, V.
Format: Tagungsbericht
Sprache:eng
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Beschreibung
Zusammenfassung:The paper describes an algorithm for multi-label classification. Since a pattern can belong to more than one class, the task of classifying a test pattern is a challenging one. We propose a new algorithm to carry out multi-label classification which works for discrete data.We have implemented the algorithm and presented the results for different multi-label data sets. The results have been compared with the algorithm multi-label KNN or ML-KNN and found to give good results.
ISSN:1098-7584
DOI:10.1109/FUZZ-IEEE.2013.6622574