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Data Mining Practical Machine Learning Tools and Techniques

Data Mining Practical Machine Learning Tools and Techniques Slides for Chapter 3 of Data Mining by I. H. Witten, E. Frank and M. A. Hall. Output: Knowledge representation. Tables Linear models Trees Rules Classification rules Association rules Rules with exceptions

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655 views • 43 slides

AND/OR search spaces for graphical models

AND/OR search spaces for graphical models. Vibhav Gogate (Slides courtesy of Prof. Rina Dechter , UC Irvine and her past and present students). Probabilistic Inference Tasks. Probability of evidence and Partition function Belief updating: Finding most probable explanation (MPE)

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490 views • 40 slides

Knowledge Representation

Knowledge Representation. Outline: Output - Knowledge representation. Decision tables Decision trees Decision rules Rules involving relations Instance-based representation Prototypes, Clusters. witten&eibe. Output: representing structural patterns.

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473 views • 29 slides

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Identical subtrees - PowerPoint PPT Presentation

Data Mining Practical Machine Learning Tools and Techniques

AND/OR search spaces for graphical models

Knowledge Representation