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Weka的全名是怀卡托智能分析环境(Waikato Environment for Knowledge Analysis),是一款免费的,非商业化(与之对应的是SPSS公司商业数据挖掘产品--Clementine )的,基于JAVA环境下开源的机器学习(machine learning)以及数据挖掘(data minining)软件。它和它的源代码可在其官方网站下载。有趣的是,该软件的缩写WEKA也是New Zealand独有的一种鸟名,而Weka的主要开发者同时恰好来自New Zealand的the University of Waikato.
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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
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,
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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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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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资源评论
- ukiss72013-12-17全英文的数据挖掘的书籍, 值得一看.
- rosyhorse2012-09-28这个是Ian H. Witten, Eibe Frank 和 Mark A. Hall编的"Data_Mining" 的Third Edition, 全英文的数据挖掘的书籍, 值得一看.
- rex8012015-01-22本来就难懂,还英文的 = =
suntiezhu101288
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