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IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1

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IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1

lan H. Witten • Elbe Frank • Mark A. HallThis page intentionally left blankData MiningPractical Machine LearningTools and TechniquesThird EditionIan H

IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1H. WittenElbe FrankMark A. HallELSEVIERAMSTERDAM • BOSTON • HEIDELBERG • LONDON-NEW YORK • OXFORD • P.YRIS . SAN DIEGOSAN FRANCISCO • SINGAPORE • SYDN

EY • TOKYOMorgan Kaufmann Publulicvs li Ml iinpnni of EltcviaM IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1

ington. MA 01803. USAThis book is primed on acid-free paper.Copyright © 2011 Elsevier Inc. All rights reserved.No part of this publication may be repr

IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1

oduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or any information storage and retriev

lan H. Witten • Elbe Frank • Mark A. HallThis page intentionally left blankData MiningPractical Machine LearningTools and TechniquesThird EditionIan H

IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1policies and our arrangements with organizations such as the Copyright Clearance Center and the Copyright Licensing Agency, can be found at our websit

e:This book and the individual contributions contained in it are protected under copyright by the Publisher (other than as may be noted herein).Notice IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1

sKnowledge and best practice in this held are constantly changing. As new research and experience broaden our understanding, changes in research metho

IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1

ds. professional practices, or medical treatment may become necessary.Practitioners and researchers must always rely on then own experience and knowle

lan H. Witten • Elbe Frank • Mark A. HallThis page intentionally left blankData MiningPractical Machine LearningTools and TechniquesThird EditionIan H

IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1mindful of their own safely anil the safely of others, including parties for whom they have a professional responsibility.Id lhe 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 m IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1

atter of products liability, negligence or otherwise, or from any use or operation of any methods, pnxiucls. instructions, or ideas contained in the m

IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1

aterial herein.Library of C ongress c ataloglng-in-Publlcatlon DataWitten. I. II. (Lan II.)Data mining : practical machine learning tools and techniqu

lan H. Witten • Elbe Frank • Mark A. HallThis page intentionally left blankData MiningPractical Machine LearningTools and TechniquesThird EditionIan H

IT training data mining practical machine learning tools and techniques (3rd ed ) witten, frank hall 2011 01 20 1ta mining. I. Hall. Mark A n. Title.QA76.9.D343W58 2011006.3'12—dc222010039X27British Library c atalogulng-ln-Publkatlou Data

lan H. Witten • Elbe Frank • Mark A. HallThis page intentionally left blankData MiningPractical Machine LearningTools and TechniquesThird EditionIan H

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