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Data Mining Algorithms

by Pawel Cichosz

John Wiley & Sons

Hardcover 717 pages English Jan 27, 2015

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Data Mining Algorithms is a practical, technically-oriented guide to data mining algorithms that covers the most important algorithms for building classification, regression, and clustering models, as well as techniques used for attribute selection and transformation, model quality evaluation, and creating model ensembles. The author presents many of the important topics and methodologies widely used in data mining, whilst demonstrating the internal operation and usage of data mining algorithms using examples in R.
Author:
Pawel Cichosz
Publisher:
John Wiley & Sons
Publication Date:
Jan 27, 2015
Number of pages:
717 pages
Language:
English
Binding:
Hardcover
ISBN-10:
111833258X
ISBN-13:
9781118332580