Pawel Cichosz - Data Mining Algorithms: Explained Using R [2015, PDF, ENG]

Data Mining Algorithms: Explained Using R

Год: 2015
Автор: Pawel Cichosz
Издательство: Wiley
ISBN: 978-1-118-33258-0
Язык: Английский
Формат: PDF
Качество: Изначально компьютерное (eBook)
Интерактивное оглавление: Да
Количество страниц: 720
Описание:

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.