Efficient Methods for Multi-label Classification

ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PART I, pp. 164-175, 2015.

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Abstract:

As a generalized form of multi-class classification, multilabel classification allows each sample to be associated with multiple labels. This task becomes challenging when the number of labels bulks up, which demands a high efficiency. Many approaches have been proposed to address this problem, among which one of the main ideas is to sele...More

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