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Multi-Label Dimensionality Reduction

Multi-Label Dimensionality Reduction PDF Author: Liang Sun
Publisher: CRC Press
ISBN: 1439806160
Category : Business & Economics
Languages : en
Pages : 206

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Book Description
Similar to other data mining and machine learning tasks, multi-label learning suffers from dimensionality. An effective way to mitigate this problem is through dimensionality reduction, which extracts a small number of features by removing irrelevant, redundant, and noisy information. The data mining and machine learning literature currently lacks