Incremental Version-Space Merging: A General Framework for Concept Learning
Language: English
Published by Springer, Springer Jul 1990, 1990
- Hardcover
- New
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000
AbeBooks seller since January 23, 2017
Condition: New
£ 92.11
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Add to basketItem description from seller
This item is printed on demand - Print on Demand Titel. Neuware -One of the most enjoyable experiences in science is hearing a simple but novel idea which instantly rings true, and whose consequences then begin to unfold in unforeseen directions. For me, this book presents such an idea and several of its ramifications. This book is concerned with machine learning. It focuses on a ques tion that is central to understanding how computers might learn: 'how can a computer acquire the definition of some general concept by abstracting from specific training instances of the concept ' Although this question of how to automatically generalize from examples has been considered by many researchers over several decades, it remains only partly answered. The approach developed in this book, based on Haym Hirsh's Ph.D. dis sertation, leads to an algorithm which efficiently and exhaustively searches a space of hypotheses (possible generalizations of the data) to find all maxi mally consistent hypotheses, even in the presence of certain types of incon sistencies in the data. More generally, it provides a framework for integrat ing different types of constraints (e.g., training examples, prior knowledge) which allow the learner to reduce the set of hypotheses under consideration.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 136 pp. Englisch.…
Seller Inventory # 9780792391197
- Title
- Incremental Version-Space Merging: A General Framework for Concept Learning
- Author
- Haym Hirsh
- Publisher
- Springer, Springer Jul 1990
- Publication year
- 1990
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 0792391195
- ISBN 13
- 9780792391197
- Item weight
- 377 grams
- Dimensions
- 241x160x13 mm
"Synopsis" may belong to another edition of this title.
buchversandmimpf2000
Emtmannsberg, BAYE, Germany
AbeBooks seller since January 23, 2017
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