Optimization Based Data Mining: Theory and Applications

by Gang Kou, Yingjie Tian, Yong Shi, et al.

Book Overview

Support Vector Machines for Classification Problems.- Method of Maximum Margin.-Dual Problem.-Soft Margin.- C- Support Vector Classification.-C- Support Vector Classification with Nominal Attributes.-LOO Bounds for Support Vector Machines.-Introduction .-LOO bounds for ε-Support Vector Regression.- LOO Bounds for Support Vector Ordinal Regression Machine .- Support Vector Machines for Multi-Class Classification Problems.-K-class Linear Programming...

• Format: Paperback
• Language: English
• ISBN: 144712653X
• ISBN13: 9781447126539
• Release Date: July 2013
• Publisher: Springer
• Length: 316 Pages
• Weight: 1.03 lbs.
• Dimensions: 0.7" x 6.1" x 9.1"