Multi-Label Dimensionality Reduction
| Author | : Liang Sun |
| Publisher | : CRC Press |
| Total Pages | : 206 |
| Release | : 2016-04-19 |
| ISBN-10 | : 9781439806166 |
| ISBN-13 | : 1439806160 |
| Rating | : 4/5 (160 Downloads) |
Book Synopsis Multi-Label Dimensionality Reduction by : Liang Sun
Download or read book Multi-Label Dimensionality Reduction written by Liang Sun and published by CRC Press. This book was released on 2016-04-19 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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