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The core components of data mining technology have been under development for decades, in research areas such as statistics, artificial intelligence, and machine learning. Weka contains tools for data pre-processing, classification, regression, clustering, association rules, and visualization. Matrices of distances can be saved for further analysis with other modules of the STATISTICA system. A degree of inaccuracy should be accepted. Specific decision tree methods include Classification and Regression Trees (CART) and Chi Square Automatic Interaction Detection (CHAID).

Pages: 486

Publisher: Springer; 2011 edition (March 31, 2011)

ISBN: 364220290X

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