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Data Mining: A Tutorial-based Primer, Second Edition
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Bibliographic Detail
Publisher Chapman & Hall
Publication date November 1, 2016
Pages 400
Binding Paperback
Edition 2 pap/psc
Book category Adult Non-Fiction
ISBN-13 9781498763974
ISBN-10 1498763979
Dimensions 0 by 7 by 10 in.
Original list price $79.95
Summaries and Reviews
Amazon.com description: Product Description:

Data Mining: A Tutorial-Based Primer, Second Edition provides a comprehensive introduction to data mining with a focus on model building and testing, as well as on interpreting and validating results. The text guides students to understand how data mining can be employed to solve real problems and recognize whether a data mining solution is a feasible alternative for a specific problem. Fundamental data mining strategies, techniques, and evaluation methods are presented and implemented with the help of two well-known software tools.

Several new topics have been added to the second edition including an introduction to Big Data and data analytics, ROC curves, Pareto lift charts, methods for handling large-sized, streaming and imbalanced data, support vector machines, and extended coverage of textual data mining. The second edition contains tutorials for attribute selection, dealing with imbalanced data, outlier analysis, time series analysis, mining textual data, and more.

The text provides in-depth coverage of RapidMiner Studio and Weka’s Explorer interface. Both software tools are used for stepping students through the tutorials depicting the knowledge discovery process. This allows the reader maximum flexibility for their hands-on data mining experience.

 

 



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2 pap/psc edition from Chapman & Hall (November 1, 2016)
9781498763974 | details & prices | 400 pages | List price $79.95
About: Data Mining: A Tutorial-Based Primer, Second Edition provides a comprehensive introduction to data mining with a focus on model building and testing, as well as on interpreting and validating results.

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