Data Mining Algorithms: Explained Using R

Pawel Cichosz

ISBN 10: 111833258X / ISBN 13: 9781118332580

Published by Wiley, 2015

About this Item

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. Num Pages: 716 pages, black & white illustrations. BIC Classification: PBKS; UMB; UNF. Category: (P) Professional & Vocational. Dimension: 252 x 177 x 41. Weight in Grams: 1376. . 2015. 1st Edition. Hardcover. . . . .

Seller Inventory # V9781118332580

Bibliographic Details

• Title: Data Mining Algorithms: Explained Using R
• Publisher: Wiley
• Publication Date: 2015
• Language: English
• ISBN 10: 111833258X
• ISBN 13: 9781118332580
• Binding: Hardcover
• Edition: 1st Edition
• Condition: New

About this title

Synopsis

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.

About the Author

Pawel Cichosz, Department of Electronics and Information Technology, Warsaw University of Technology, Poland.