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Data mining algorithms : explained using R

By: Material type: TextTextPublication details: U K Wiley 2015Description: xxxi, 683p. HBISBN:
  • 978-1118332580
Subject(s): DDC classification:
  • 006.312 CIC
Online resources: Summary: 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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Alpha Books 2383/ 02-02-17 Rs.5632/-

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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