Data Mining pdf epub mobi txt 电子书下载 2025

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Ian H. Witten

Morgan Kaufmann

2005-6-22

560

USD 75.95

Paperback

9780120884070

图书标签: 数据挖掘机器学习 DataMining 计算机数据库计算机科学人工智能 Data-Mining

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发表于2025-02-25

Data Mining epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2025

Data Mining pdf epub mobi txt 电子书下载 2025

图书描述

As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on oceans of data. But there is no magic in machine learning, no hidden power, no alchemy. Instead there is an identifiable body of practical techniques that can extract useful information from raw data. This book describes these techniques and shows how they work. The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights for the new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; comprehensive information on neural networks; a new section on Bayesian networks; plus much more; algorithmic methods at the heart of successful data mining-including tried and true techniques as well as leading edge methods; performance improvement techniques that work by transforming the input or output; and, downloadable Weka, a collection of machine learning algorithms for data mining tasks, including tools for data pre-processing, classification, regression, clustering, association rules, and visualization-in a new, interactive interface.

Data Mining 下载 mobi epub pdf txt 电子书

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图书目录

Data Mining pdf epub mobi txt 电子书下载

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用户评价

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Weka圣经

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机器学习入门经典

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关于机器学习

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应该更早读的

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sdfsdfsdf

读后感

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作者不是Jiawei Han好嘛. 没读过写什么书评! 作者是怀卡托大学的Ian和Eibe, Weka的发明人. 没看过别瞎BB. 豆瓣写错author你们就顺杆爬有意思么...............................................................................................................................

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----------------------------------------- 外文教材，外文参考书请咨询 http://shop35575714.taobao.com ----------------------------------------

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我觉得，可以当作weka的使用手册来看，但是比weka自带的指南写的好看。算法部分的介绍很详细。

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这本书确实如所知道的那样，翻译得很水。很多一些概念的东西就像把你隔在某种屏障外，然后其实说的并不是那么枯燥的东西………… 本书主要还是介绍机器学习的，用这本书的目的就是为了了解weka中算法实现的思想。从这点出发这本书还算是比较值当的了，比官方的文档确实还是要精...

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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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Data Mining pdf epub mobi txt 电子书下载 2025