| 书目名称 | Data Mining with Rattle and R | | 副标题 | The Art of Excavatin | | 编辑 | Graham Williams | | 视频video | | | 概述 | Encourages the concept of programming with data - more than just pushing data through tools, but learning to live and breathe the data.Accessible to many readers and not necessarily just those with st | | 丛书名称 | Use R! | | 图书封面 |  | | 描述 | .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 torapidly 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 man | | 出版日期 | Book 2011 | | 关键词 | Data mining; R applications; Rattle software; analytics; data exploration; graphical user interfaces; mach | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4419-9890-3 | | isbn_softcover | 978-1-4419-9889-7 | | isbn_ebook | 978-1-4419-9890-3Series ISSN 2197-5736 Series E-ISSN 2197-5744 | | issn_series | 2197-5736 | | copyright | Springer Science+Business Media, LLC 2011 |
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发表于 2025-3-21 18:12:07
