Metalearning: Applications to Automated Machine Learning and Data Mining

by Pavel Brazdil, Jan N. van Rijn, Carlos Soares

Metalearning is the study of principled methods that exploit metaknowledge to obtain efficient models and solutions by adapting machine learning and data mining processes. While the variety of machine learning and data mining techniques now available can, in principle, provide good model solutions, a methodology is still needed to guide the search for the most appropriate model in an efficient way. Metalearning provides one such methodology that...

• Format: Hardcover
• Language: English
• ISBN: 3030670236
• ISBN13: 9783030670238
• Release Date: February 2022
• Publisher: Springer
• Length: 346 Pages
• Weight: 1.50 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"