Foundations of Rule Learning - Brossura

Fürnkranz, Johannes; Gamberger, Dragan; Lavrač, Nada

 
9783540868903: Foundations of Rule Learning

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Sinossi

Part I. Introduction to Rule Learning.- Machine Learning and Data Mining.- Propositional Rule Learning.- Relational Rule Learning.- Part II. Elements of Rule Learning.- Formal Framework for Rule Analysis.- Features.- Heuristics.- Pruning of Rules and Rule Sets.- Survey of Classification Rule Learning Systems Through the Analysis of Rule Learning Elements Used.- Part III. Selected Topics in Predictive Induction.- Part IV Selected Techniques and Applications.

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9783540751960: Foundations of Rule Learning: Essentials of Machine Learning and Relational Data Mining

Edizione in evidenza

ISBN 10:  3540751963 ISBN 13:  9783540751960
Casa editrice: Springer-Nature New York Inc, 2012
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