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Data Mining_practical machine learning tools and techniques-3rd ...
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本文是介绍weka源码的必读经典书籍,并且本书是当前最新版本第三版,里面包含了大量的数据挖掘基础知识,已经weka这款经典的数据挖掘软件的源码分析
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Data Mining
Third Edition
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AMSTERDAM • BOSTON • HEIDELBERG • LONDON
NEW YORK • OXFORD • PARIS • SAN DIEGO
SAN FRANCISCO • SINGAPORE • SYDNEY • TOKYO
Morgan Kaufmann Publishers is an imprint of Elsevier
Data Mining
Practical Machine Learning
Tools and Techniques
Third Edition
Ian H. Witten
Eibe Frank
Mark A. Hall
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Morgan Kaufmann Publishers is an imprint of Elsevier
30 Corporate Drive, Suite 400, Burlington, MA 01803, USA
This book is printed on acid-free paper.
Copyright © 2011 Elsevier Inc. All rights reserved.
No part of this publication may be reproduced or transmitted in any form or by any means,
electronic or mechanical, including photocopying, recording, or any information storage
and retrieval system, without permission in writing from the publisher. Details on how to
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arrangements with organizations such as the Copyright Clearance Center and the Copyright
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This book and the individual contributions contained in it are protected under copyright
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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and the safety of others, including parties for whom they have a professional responsibility.
To the fullest extent of the law, neither the Publisher nor the authors, contributors, or
editors, assume any liability for any injury and/or damage to persons or property as a
matter of products liability, negligence or otherwise, or from any use or operation of any
methods, products, instructions, or ideas contained in the material herein.
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
A catalogue record for this book is available from the British Library.
For information on all Morgan Kaufmann publications, visit our
website at www.mkp.com or www.elsevierdirect.com
Printed in the United States
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