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.
Language English ● Format EPUB ● Pages 720 ● ISBN 9781118950807 ● File size 22.3 MB ● Publisher John Wiley & Sons ● Published 2014 ● Downloadable 24 months ● Currency EUR ● ID 3460539 ● Copy protection Adobe DRM
Requires a DRM capable ebook reader