Metalearning : : Applications to Automated Machine Learning and Data Mining.

• Superior document: Cognitive Technologies
• Author: Brazdil, Pavel.
• TeilnehmendeR: van Rijn, Jan N.; Soares, Carlos.; Vanschoren, Joaquin.
• Place / Publishing House: Cham : : Springer International Publishing AG,, 2022.; ©2022.
• Year of Publication: 2022
• Edition: 2nd ed.
• Language: English
• Series: Cognitive Technologies
• Physical Description: 1 online resource (349 pages)

This open access book as one of the fastest-growing areas of research in machine learning, metalearning studies principled methods to obtain efficient models and solutions by adapting machine learning and data mining processes. This adaptation usually exploits information from past experience on oth...