Feature Selection for High-Dimensional Data

by Noelia Sanchez-Marono and Amparo Alonso-Betanzos

Book Overview

This book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data.

The authors first focus on the analysis and synthesis of feature selection algorithms, presenting a comprehensive review of basic concepts and experimental results of the most well-known algorithms...

• Format: Paperback
• Language: English
• ISBN: 3319366432
• ISBN13: 9783319366432
• Release Date: August 2016
• Publisher: Springer
• Length: 147 Pages
• Weight: 0.53 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"