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Foundations of Rule Learning
Hardcover
Series: Cognitive Technologies
ISBN13: 9783540751960
Publisher: Springer Nature
Published: Nov 7 2012
Pages: 334
Weight: 1.48
Height: 0.81 Width: 6.14 Depth: 9.21
Language: English
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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