Data Mining Algorithms

Explained Using R

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Data Mining Algorithms by Pawel Cichosz, Wiley
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Author: Pawel Cichosz ISBN: 9781118950807
Publisher: Wiley Publication: November 17, 2014
Imprint: Wiley Language: English
Author: Pawel Cichosz
ISBN: 9781118950807
Publisher: Wiley
Publication: November 17, 2014
Imprint: Wiley
Language: English

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.

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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.

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