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Zusatztext
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InhaltsangabePart 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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Kurztext
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InhaltsangabePart 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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Detailansicht
Rule Learning
Essentials of Machine Learning and Relational Data Mining, Cognitive Technologies
ISBN/EAN: 9783540751960
Umbreit-Nr.: 1063872
Sprache:
Englisch
Umfang: xviii, 334 S.
Format in cm:
Einband:
gebundenes Buch
Erschienen am 07.11.2012
Auflage: 1/2012