Model Selection and Error Estimation in a Nutshell

By Luca Oneto

How can we select the best performing data-driven model? How can we rigorously estimate its generalization error? Statistical learning theory answers these questions by deriving non-asymptotic bounds... This description may be from another edition of this product.

• Format: Hardcover
• Language: English
• ISBN: 3030243583
• ISBN13: 9783030243586
• Release Date: July 2019
• Publisher: Springer
• Length: 132 Pages
• Weight: 0.85 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"