Data Mining: A Tutorial-Based Primer, Second Edition - download pdf or read online

By Richard J. Roiger

ISBN-10: 1498763979

ISBN-13: 9781498763974

Data Mining: A Tutorial-Based Primer, moment Edition presents a finished creation to facts mining with a spotlight on version development and checking out, in addition to on studying and validating effects. The textual content courses scholars to appreciate how info mining will be hired to resolve actual difficulties and realize no matter if an information mining resolution is a possible substitute for a particular challenge. basic info mining techniques, concepts, and assessment equipment are provided and applied with the aid of famous software program instruments.


Several new themes were further to the second one variation together with an advent to important info and information analytics, ROC curves, Pareto raise charts, equipment for dealing with large-sized, streaming and imbalanced information, help vector machines, and prolonged assurance of textual information mining. the second one version includes tutorials for characteristic choice, facing imbalanced info, outlier research, time sequence research, mining textual facts, and more.


The textual content offers in-depth assurance of RapidMiner Studio and Weka’s Explorer interface. either software program instruments are used for stepping scholars throughout the tutorials depicting the data discovery procedure. this permits the reader greatest flexibility for his or her hands-on information mining experience.


 


 

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Data Mining: A Tutorial-Based Primer, Second Edition (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) by Richard J. Roiger


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