Data Mining_ Practical Machine Learning Tools and Techniques (3rd ed.) [Witten, Frank & Hall 2011-01-20](1).pdf
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Data Mining
Third Edition
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Data Mining
Practical Machine Learning
Tools and Techniques
Third Edition
Ian H. Witten
Eibe Frank
Mark A. Hall
AMSTERDAM • BOSTON • HEIDELBERG • LONDON
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Morgan Kaufmann Publishers is an imprint of Elsevier
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by the Publisher (other than as may be noted herein).
Notices
Knowledge and best practice in this field are constantly changing. As new research and
experience broaden our understanding, changes in research methods, professional practices,
or medical treatment may become necessary.
Practitioners and researchers must always rely on their own experience and knowledge
in evaluating and using any information, methods, compounds, or experiments described
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To the fullest extent of the law, neither the Publisher nor the authors, contributors, or
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Library of Congress Cataloging-in-Publication Data
Witten, I. H. (Ian H.)
Data mining : practical machine learning tools and techniques.—3rd ed. /
Ian H. Witten, Frank Eibe, Mark A. Hall.
p. cm.—(The Morgan Kaufmann series in data management systems)
ISBN 978-0-12-374856-0 (pbk.)
1. Data mining. I. Hall, Mark A. II. Title.
QA76.9.D343W58 2011
006.3′12—dc22
2010039827
British Library Cataloguing-in-Publication Data
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