Data Mining Algorithms – Explained Using R
Seiten
2015
John Wiley & Sons Inc (Hersteller)
978-1-118-95095-1 (ISBN)
John Wiley & Sons Inc (Hersteller)
978-1-118-95095-1 (ISBN)
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"This book narrows down the scope of data mining by adopting a heavily modeling-oriented perspective"--
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.
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.
Pawel Cichosz, Department of Electronics and Information Technology, Warsaw University of Technology, Poland.
| Erscheint lt. Verlag | 30.1.2015 |
|---|---|
| Verlagsort | New York |
| Sprache | englisch |
| Maße | 152 x 229 mm |
| Gewicht | 666 g |
| Themenwelt | Mathematik / Informatik ► Mathematik |
| ISBN-10 | 1-118-95095-X / 111895095X |
| ISBN-13 | 978-1-118-95095-1 / 9781118950951 |
| Zustand | Neuware |
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