Lazy Learning

Author:   David W. Aha ,  David W. Aha
Publisher:   Springer
Edition:   Reprinted from ARTIFICIAL INTELLIGENCE REVIEW, 11:1-5, 1997
ISBN:  

9780792345848


Pages:   424
Publication Date:   31 May 1997
Format:   Hardback
Availability:   In Print   Availability explained
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Lazy Learning


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Author:   David W. Aha ,  David W. Aha
Publisher:   Springer
Imprint:   Springer
Edition:   Reprinted from ARTIFICIAL INTELLIGENCE REVIEW, 11:1-5, 1997
Dimensions:   Width: 15.50cm , Height: 2.30cm , Length: 23.50cm
Weight:   1.720kg
ISBN:  

9780792345848


ISBN 10:   0792345843
Pages:   424
Publication Date:   31 May 1997
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Editorial.- Locally Weighted Learning.- Locally Weighted Learning for Control.- Voting over Multiple Condensed Nearest Neighbors.- Tolerating Concept and Sampling Shift in Lazy Learning Using Prediction Error Context Switching.- Discretisation in Lazy Learning Algorithms.- Intelligent Selection of Instances for Prediction Functions in Lazy Learning Algorithms.- The Racing Algorithm: Model Selection for Lazy Learners.- Context-Sensitive Feature Selection for Lazy Learners.- Computing Optimal Attribute Weight Settings for Nearest Neighbor Algorithms.- A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms.- Lazy Acquisition of Place Knowledge.- A Teaching Strategy for Memory-Based Control.- Lazy Incremental Learning of Control Knowledge for Efficiently Obtaining Quality Plans.- IGTree: Using Trees for Compression and Classification in Lazy Learning Algorithms.

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