Supervised feature selection based on rough set theory and expectation-maximization algorithm

• 主要作者: Zhang, Dong
• 其他作者: Wang Lipo
• 格式: Final Year Project
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering
• 在線閱讀: http://hdl.handle.net/10356/54382
• 機構: Nanyang Technological University

This report studies the feature selection based on the Expectation-Maximization Rough Set (RSEM) algorithm. The Expectation-Maximization clustering method extends the classical Rough Set concept of equivalent classes to tolerance classes, and enables the Feature Selection methods based on the tradit...