Improved Classification Rates for Localized Algorithms under Margin Conditions

By Randy Charles Morin

Introduction to Statistical Learning Theory.- Histogram Rule: Oracle Inequality and Learning Rates.- Localized SVMs: Oracle Inequalities and Learning Rates.

• Format: Paperback
• Language: English
• ISBN: 3658295902
• ISBN13: 9783658295905
• Release Date: March 2020
• Publisher: Springer Spektrum
• Length: 126 Pages
• Weight: 0.40 lbs.
• Dimensions: 0.3" x 5.8" x 8.3"