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Lazy Associative Classification By Adriano Veloso,Wagner Meira Jr. , Mohammad J. Zaki

Lazy Associative Classification By Adriano Veloso,Wagner Meira Jr. , Mohammad J. Zaki

Lazy Associative Classification By Adriano Veloso,Wagner Meira Jr. , Mohammad J. Zaki. Presented by: Fariba Mahdavifard Department of Computing Science University of Alberta. Contents: Classification Decision Tree Classifier (Eager) Associative Classifier

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394 views • 27 slides
Lazy Associative Classification

Lazy Associative Classification

Lazy Associative Classification. A. Veloso, W. M. Jr., and M. J. Zaki ICDM 2006. Advisor: Dr. Koh Jia-Ling Speaker: Liu Yu-Jiun Date: 2007/3/8. Outline. Introduction Information Gain Decision Tree Eager Associative Classifier DT v.s. EAC Lazy Associative Classifier LAC v.s. EAC

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351 views • 19 slides
Constructing Associative Classifiers from Decision Tables

Constructing Associative Classifiers from Decision Tables

Constructing Associative Classifiers from Decision Tables. Jianchao Han California State University Dominguez Hills, USA T. Y. Lin San Jose State University, USA Jiye Li University of Waterloo, Canada Nick Cercone York University, Canada. Agenda. Introduction Related Work

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319 views • 16 slides
Using Classification to Evaluate the Output of Confidence-Based Association Rule Mining

Using Classification to Evaluate the Output of Confidence-Based Association Rule Mining

Using Classification to Evaluate the Output of Confidence-Based Association Rule Mining. Motivation. Previous work Association r ule m ining Run time used to compare mining algorithms Lack of accuracy-based comparisons Associative classification: Focus on accurate classifiers.

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345 views • 15 slides
Boosting an Associative Classifier

Boosting an Associative Classifier

Boosting an Associative Classifier. Presenter ? Chien-Shing Chen Author: Yanmin Sun Yang Wang Andrew K.C. Wong. 2006, TKDE. Outline. Motivation Objective Introduction Weight Strategies for Voting Experiments Conclusions Personal Opinion. Motivation.

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216 views • 10 slides

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