Multi-Label Learning Using Mathematical Programming

Hyunki Lim, Jaesung Lee, Dae‐Won Kim · IEICE Transactions on Information and Systems · 2015

We propose a new multi-label feature selection method that does not require the multi-label problem to be transformed into a single-label problem. Using quadratic programming, the proposed multi-label feature selection algorithm provides markedly better learning performance than conventional methods.

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