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Insight into data mining : theory and practice
By: Soman, K.P.
Contributor(s): Diwakar, Shyam | Ajay, V.
Material type:
BookPublisher: 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.
| Item type | Current location | Collection | Call number | Status | Date due | Barcode | Item holds |
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IIITD Book Cart | Computer Science and Engineering | 006.3 SOM-I (Browse shelf) | Available | 005289 |
Total holds: 0
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| 005.8 KOM-W Windows server 2008 PKI and certificate security | 005.8 SIN-N Network security and management | 005.82 PAC-C Cryptography and information security | 006.3 SOM-I Insight into data mining : | 006.6 MUK-C Computer graphics : | 006.7 DAS-D Developing web applications using ASP.NET and Oracle | 511.35 GHO-I Introduction theory of automata, formal languages, and computation |
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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