Data Mining with Rattle and R

Data Mining with Rattle and R
Author :
Publisher : Springer Science & Business Media
Total Pages : 382
Release :
ISBN-10 : 9781441998903
ISBN-13 : 144199890X
Rating : 4/5 (90X Downloads)

Book Synopsis Data Mining with Rattle and R by : Graham Williams

Download or read book Data Mining with Rattle and R written by Graham Williams and published by Springer Science & Business Media. This book was released on 2011-08-04 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of data, the choice of tools, and the choice of algorithms. Throughout this book the reader is introduced to the basic concepts and some of the more popular algorithms of data mining. With a focus on the hands-on end-to-end process for data mining, Williams guides the reader through various capabilities of the easy to use, free, and open source Rattle Data Mining Software built on the sophisticated R Statistical Software. The focus on doing data mining rather than just reading about data mining is refreshing. The book covers data understanding, data preparation, data refinement, model building, model evaluation, and practical deployment. The reader will learn to rapidly deliver a data mining project using software easily installed for free from the Internet. Coupling Rattle with R delivers a very sophisticated data mining environment with all the power, and more, of the many commercial offerings.


Data Mining with Rattle and R Related Books

Data Mining with Rattle and R
Language: en
Pages: 382
Authors: Graham Williams
Categories: Mathematics
Type: BOOK - Published: 2011-08-04 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increas
Data Mining with Rattle and R
Language: en
Pages: 396
Authors:
Categories:
Type: BOOK - Published: 2011-08-03 - Publisher:

DOWNLOAD EBOOK

R and Data Mining
Language: en
Pages: 251
Authors: Yanchang Zhao
Categories: Mathematics
Type: BOOK - Published: 2012-12-31 - Publisher: Academic Press

DOWNLOAD EBOOK

R and Data Mining introduces researchers, post-graduate students, and analysts to data mining using R, a free software environment for statistical computing and
Educational Data Mining with R and Rattle
Language: en
Pages: 127
Authors: R.S. Kamath
Categories: Computers
Type: BOOK - Published: 2022-09-01 - Publisher: CRC Press

DOWNLOAD EBOOK

Educational Data Mining (EDM) is one of the emerging fields in the pedagogy and andragogy paradigm, it concerns the techniques which research data coming from t
Data Mining and Business Analytics with R
Language: en
Pages: 304
Authors: Johannes Ledolter
Categories: Mathematics
Type: BOOK - Published: 2013-05-28 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Collecting, analyzing, and extracting valuable information from a large amount of data requires easily accessible, robust, computational and analytical tools. D