[下载]Data Mining Know It All－November 2008

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[下载]Data Mining Know It All－November 2008
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<br/></p><p>Contents<br/>About This Book............................................................................ ix<br/>Contributing Authors..................................................................... xi<br/>CHAPTER 1 What’s It All About?....................................................... 1<br/>1.1 Data Mining and Machine Learning.................................... 1<br/>1.2 Simple Examples: The Weather Problem<br/>and Others.......................................................................... 7<br/>1.3 Fielded Applications........................................................... 20<br/>1.4 Machine Learning and Statistics......................................... 27<br/>1.5 Generalization as Search..................................................... 28<br/>1.6 Data Mining and Ethics....................................................... 32<br/>1.7 Resources............................................................................ 34<br/>CHAPTER 2 Data Acquisition and Integration................................ 37<br/>2.1 Introduction........................................................................ 37<br/>2.2 Sources of Data................................................................... 37<br/>2.3 Variable Types.................................................................... 39<br/>2.4 Data Rollup......................................................................... 41<br/>2.5 Rollup with Sums, Averages, and Counts.......................... 48<br/>2.6 Calculation of the Mode..................................................... 49<br/>2.7 Data Integration.................................................................. 50<br/>CHAPTER 3 Data Preprocessing........................................................ 57<br/>3.1 Why Preprocess the Data?.................................................. 58<br/>3.2 Descriptive Data Summarization........................................ 61<br/>3.3 Data Cleaning...................................................................... 72<br/>3.4 Data Integration and Transformation................................. 78<br/>3.5 Data Reduction................................................................... 84<br/>3.6 Data Discretization and Concept<br/>Hierarchy Generation......................................................... 98</p><br>xmok77
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关键词：Data Mining November Know ning Data Weather

好东西，

收一个币还可以，感兴趣人不多

如果是免费的话，那该多好啊

貌似还不赖

带着了，呵呵。

应该只是介绍DATA MINING知识的吧

该书的介绍
All of the elements about data mining are here together in a single resource written
by the best and brightest experts in the field! This book consolidates both introductory
and advanced topics, thereby covering the gamut of data mining and
machine learning tactics—from data integration and preprocessing to fundamental
algorithms to optimization techniques and web mining methodology.
Data Mining: Know It All expertly combines the finest data mining material
from the Morgan Kaufmann portfolio with individual chapters contributed by a
select group of authors. They have been combined into one comprehensive book
in a way that allows it to be used as a reference work for those interested in new
and developing aspects of data mining. This book represents a quick and efficient
way to unite valuable content from leaders in the data mining field, thereby creating
a definitive, one-stop-shopping opportunity to access information you would
otherwise need to round up from disparate sources.

这个作者除了好多不错的书哦哈