Data Mining

Data Mining pdf epub mobi txt 电子书 下载 2025

出版者:Morgan Kaufmann
作者:Ian H. Witten
出品人:
页数:664
译者:
出版时间:2011-1-20
价格:GBP 42.99
装帧:Paperback
isbn号码:9780123748560
丛书系列:
图书标签:
  • 数据挖掘 
  • 机器学习 
  • DataMining 
  • MachineLearning 
  • weka 
  • 计算机 
  • 计算机科学 
  • CS 
  •  
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Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research.

*Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects *Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods *Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks-in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization

具体描述

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这本dm的书啃完了,觉得有点这个书有点“偏见”,怎么理解呢 前面的东西不错哦,可是后半部分的Weka平台我个人觉得翻翻就行了,要学还不如看看spss的书呢,前面关于机器模型的建立的数学基础要求的不是很高,所以很适合一般没有学过随机过程的人看看,要是数学很牛的人,可以看...  

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这种书的翻译都是一个导师,找多个研究生每人分俩章节,对这金山词霸翻译的,能好到哪里。所以要读还是读原版。  

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作者可以说是享誉盛名,但是这本书写出来,基本上章法全无。理论和例子基本上没有几个是适合入门者的,加上翻译有些地方表意不清。初阶入门者看了的话,肯定一团迷雾。 评论太短了嘛?评论太短了嘛?评论太短了嘛?评论太短了嘛?评论太短了嘛?评论太短了嘛?评论太短了嘛?评...

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用户评价

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讲得很清楚, 就是WEKA讲得有点多, 还有为啥作者介绍是韩家炜?

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WEKA说明书第三版,相比第二版有增加内容,不过还是基于WEKA的,简单用用还行。

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textbook

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it's a must for weka learners.

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讲得很清楚, 就是WEKA讲得有点多, 还有为啥作者介绍是韩家炜?

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