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Insight into data mining : theory and practice

By: Soman, K.P.
Contributor(s): Diwakar, Shyam | Ajay, V.
Material type: materialTypeLabelBookPublisher: Haryana : PHI Learning ©2006Description: xv, 403 p. : ill.; 24cm. with DVD.ISBN: 9788120328976.Subject(s): Data mining
Contents:
Data mining--data mining from a business perspective--data types,input and output of data mining algorithms--decision trees-classification and regression trees--processing and postprocessing in data mining--datasets--association rule mining--machine learning with open source and commercial software--algorithms for classification and regression--support vector machines--cluster analysis--visualization of multidimensional data.
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Computer Science and Engineering 006.3 SOM-I (Browse shelf) Available 005289
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Including index.

Data mining--data mining from a business perspective--data types,input and output of data mining algorithms--decision trees-classification and regression trees--processing and postprocessing in data mining--datasets--association rule mining--machine learning with open source and commercial software--algorithms for classification and regression--support vector machines--cluster analysis--visualization of multidimensional data.

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