Lazy learning
Lazy learning ( Engl. , "Inert learning") is a class of machine learning methods . In contrast to eager learning , modeling does not take place during or after training, but only at the time of the request.
The advantage here is that at the time of the query, the modeling can take place locally in the vicinity of the current working point .
literature
- David W. Aha: Lazy learning . Kluwer Academic Publishers, Norwell 1997, ISBN 0-7923-4584-3 .
- Christopher G. Atkeson, Andrew W. Moore, Stefan Schaal: Locally Weighted Learning . July 1999, doi : 10.1023 / A: 1006511328852 .
- Bontempi, Birattari, Bersini, Hugues Bersini, Iridia: Lazy Learning for Local Modeling and Control Design . 1997.
- David W. Aha, Dennis Kibler, Marc K. Albert: Instance-Based Learning Algorithms . January 1991, doi : 10.1007 / BF00153759 .
Individual evidence
- ↑ Christopher G. Atkeson, Andrew W. Moore, Stefan Schaal: Locally Weighted Learning . July 1999.