Learning to Classify Text Using Support Vector Machines

by Thorsten Joachims

Book Overview

Based on ideas from Support Vector Machines (SVMs), Learning To Classify Text Using Support Vector Machines presents a new approach to generating text classifiers from examples. The approach combines high performance and efficiency with theoretical understanding and improved robustness. In particular, it is highly effective without greedy heuristic components. The SVM approach is computationally efficient in training and classification,...

• Format: Hardcover
• Language: English
• ISBN: 079237679X
• ISBN13: 9780792376798
• Release Date: April 2002
• Publisher: Springer
• Length: 205 Pages
• Weight: 1.05 lbs.
• Dimensions: 0.8" x 6.5" x 9.5"