图书标签: 数据挖掘 R R语言 统计 计算机 数据分析 计算机科学 R.
发表于2024-12-25
Data Mining with R pdf epub mobi txt 电子书 下载 2024
The versatile capabilities and large set of add-on packages make R an excellent alternative to many existing and often expensive data mining tools. Exploring this area from the perspective of a practitioner, Data Mining with R: Learning with Case Studies uses practical examples to illustrate the power of R and data mining. Assuming no prior knowledge of R or data mining/statistical techniques, the book covers a diverse set of problems that pose different challenges in terms of size, type of data, goals of analysis, and analytical tools. To present the main data mining processes and techniques, the author takes a hands-on approach that utilizes a series of detailed, real-world case studies: Predicting algae blooms Predicting stock market returns Detecting fraudulent transactions Classifying microarray samples With these case studies, the author supplies all necessary steps, code, and data. Web Resource A supporting website mirrors the do-it-yourself approach of the text. It offers a collection of freely available R source files that encompass all the code used in the case studies. The site also provides the data sets from the case studies as well as an R package of several functions.
Luís Torgo
葡萄牙波尔图大学计算机科学系副教授,现在在LIAAD实验室从事研究工作。他是APPIA会员,同时还是OBEGEF的创办会员。
useful
评分//MIS大作业参考 //部分代码在win8 r3.1.1下有bug 待调试 瑕不掩瑜 醍醐灌顶 //只是自己做的不是自己讲 略遗憾
评分for beginner
评分较浅
评分//MIS大作业参考 //部分代码在win8 r3.1.1下有bug 待调试 瑕不掩瑜 醍醐灌顶 //只是自己做的不是自己讲 略遗憾
数据挖掘入门到精通—R语言视频教程 课程观看地址:http://www.xuetuwuyou.com/course/59 课程介绍 一、课程所用软件:R 3.2.2(64位) RStudio 二、课程涉及到的技术点: 1)R语言的基本语法、函数 2)R中实用性很强的包 3)模式识别、分类预测算法原理及其实现 三、课程学...
评分 评分这是一本适合R和数据挖掘初学者的书。 我第一次读这本书的时候,只是刚刚了解了R的语法,对数据挖掘也只知道几个经典算法的名称。但是阅读本书并没有太多的障碍。作者在第一章简要介绍了R的语法。后续的章节里,用到的每一个新的命令、算法都会加以解释。只要能够跟随作者...
评分数据挖掘入门到精通—R语言视频教程 课程观看地址:http://www.xuetuwuyou.com/course/59 课程出自学途无忧网:http://www.xuetuwuyou.com 课程介绍 一、课程所用软件:R 3.2.2(64位) RStudio 二、课程涉及到的技术点: 1)R语言的基本语法、函数 2)R中实用性很强的包 3...
评分数据挖掘入门到精通—R语言视频教程 课程观看地址:http://www.xuetuwuyou.com/course/59 课程出自学途无忧网:http://www.xuetuwuyou.com 课程介绍 一、课程所用软件:R 3.2.2(64位) RStudio 二、课程涉及到的技术点: 1)R语言的基本语法、函数 2)R中实用性很强的包 3...
Data Mining with R pdf epub mobi txt 电子书 下载 2024