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Data Mining and Machine Learning with EM. Data Mining and Machine Learning are Ubiquitous! Netflix Amazon Wal-Mart Algorithmic Trading/High Frequency
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1 Statistics 202: Statistical Aspects of Data Mining Professor David Mease Tuesday, Thursday 9:00-10:15 AM Terman 156 Lecture 8 = Finish chapter 6 Agenda:
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Mining Association Rules in Large Databases. Association rules Given a set of transactions D, find rules that will predict the occurrence of an item (or
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FUNGSI MAYOR Assosiation. What Is Association Mining? Association rule mining: –Finding frequent patterns, associations, correlations, or causal structures
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© Tan,Steinbach, Kumar Introduction to Data Mining 4/18/2004 1 Data Mining: Association Analysis This lecture node is modified based on Lecture Notes for
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Data Mining Association Analysis: Basic Concepts and Algorithms From Introduction to Data Mining By Tan, Steinbach, Kumar
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Data Mining Association Analysis: Basic Concepts and Algorithms Introduction to Data Mining by Tan, Steinbach, Kumar © Tan,Steinbach, Kumar Introduction
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Data Mining Association Analysis: Basic Concepts and Algorithms 1
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Data Mining Techniques So Far: Cluster analysis K-means Classification Decision Trees J48 (C4.5) Rule-based classification JRIP (RIPPER) Logistic Regression
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Association Analysis. Association Rule Mining: Definition Given a set of records each of which contain some number of items from a given collection; –Produce
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