Data mining : practical machine learning tools and techniques

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Data mining : practical machine learning tools and techniques / Ian H. Witten, Eibe Frank

版:

2nd ed

資料種別:

図書

出版情報:

Amsterdam ; Boston ; Tokyo : Elsevier
San Francisco, Calif. : Morgan Kaufmann Publishers, c2005

形態:

xxxi, 525 p. ; 24 cm

シリーズ名:

The Morgan Kaufmann series in data management systems <BA07715704>

著者名:

ISBN:

9780120884070 [0120884070]

書誌ID:

BA72494806

子書誌情報

フルテキスト

所蔵情報

他の版・巻

書誌詳細

注記:

"Morgan Kaufmann Publishers is an imprint of Elsevier"--T.p. verso
Includes bibliographical references (p. 485-503) and index

主題:

Data mining

言語:

英語

目次情報:

Whats it all about? / 1：

Input / 2：

Concepts, instances, attributes

Output / 3：

Knowledge representation

Algorithms / 4：

The basic methods

Credibility / 5：

Evaluating whats been learned

Implementations / 6：

Real machine learning schemes

Transformations / 7：

Engineering the input and output

Moving on / 8：

Extensions and applications

The Weka machine learning workbench / Part II：

Introduction to Weka / 9：

The Explorer / 10：

The Knowledge Flow interface / 11：

The Experimenter / 12：

The command-line interface / 13：

Embedded machine learning / 14：

Writing new learning schemes / 15：

References

Index

Whats it all about? / 1：

Input / 2：

Concepts, instances, attributes

Output / 3：

Knowledge representation

Algorithms / 4：

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類似資料:

1 図書 Data mining : practical machine learning tools and techniques (: pbk) Witten, I. H. (Ian H.), Frank, Eibe, Hall, Mark A. Elsevier, Morgan Kaufmann	7 電子ブック Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies (: electronic bk) Kelleher, John D., 1974-, Mac Namee, Brian, D'Arcy, Aoife, 1978- EBSCOhost
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