Edition This page intentionally left blank Data Mining Practical Machine Learning Tools and Techniques Third Edition Ian H. Witten Eibe Frank Mark A. Hall AMSTERDAM • BOSTON • HEIDELBERG • LONDON NEW YORK • OXFORD • PARIS • SAN DIEGO SAN FRANCISCO • SINGAPORE • SYDNEY • TOKYO Morgan Kaufmann Publishers is an imprint of Elsevier 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
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D.V. PRASADA RAO, M.A., D.T.E., Ph.D. Dear Students, Beware of fake/pirated editions. Many of our best selling titles have been unlawfully printed by unscrupulous persons. Your sincere effort in this direction may stop piracy and save intellectuals' rights. For the genuine book check the 3-D hologram which gives a rainbow effect. S. CHAND AN ISO 9001: 2000 COMPANY S. CHAND & COMPANY LTD. RAM NAGAR, NEW DELHI -110 055 Page iii PREFACE TO THE NEW EDITION Wren and Martin's monumental work High School
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We want to hear from you. Please send your comments about this book to us in care of the address below. Thank you. ZONDERVAN GRAND RAPIDS. MICHIGAN 49530 USA W W W. Z O N D E R V A N. C O M ZONDERVAN'" The Purpose-Driven° Life Copyright © 2002 by Rick Warren This title is also available as a Zondervan audio product. Visit www. zondervan.com/audiopages for more information. Requests for information should be addressed to: Zondervan, Grand Rapids, Michigan 49530 Library of Congress Cataloging-in-Publication
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We want to hear from you. Please send your comments about this book to us in care of the address below. Thank you. ZONDERVAN GRAND RAPIDS. MICHIGAN 49530 USA W W W. Z O N D E R V A N. C O M ZONDERVAN'" The Purpose-Driven° Life Copyright © 2002 by Rick Warren This title is also available as a Zondervan audio product. Visit www. zondervan.com/audiopages for more information. Requests for information should be addressed to: Zondervan, Grand Rapids, Michigan 49530 Library of Congress Cataloging-in-Publication
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Course Technology’s Management Information Systems Instructor and Student Resources Introduction to IS/MIS Principles of Information Systems, Eighth Edition • Stair, Reynolds Fundamentals of Information Systems, Fourth Edition • Stair, Reynolds Management Information Systems, Sixth Edition • Oz Information Technology in Theory • Aksoy, DeNardis Office Applications in Business Problem-Solving Cases in Microsoft Access & Excel, Sixth Annual Edition • Brady, Monk Succeeding in Business Applications
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Kay Rebecca J. Slotegraaf Steve Uban JOHN WILEY & SONS, INC. Cover image: © Les Cunliffe/iStockphoto Cover design: Elizabeth Brooks This book is printed on acid-free paper. Copyright © 2013 by John Wiley & Sons, Inc. All rights reserved Published by John Wiley & Sons, Inc., Hoboken, New Jersey Published simultaneously in Canada No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying
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INNO NATOUR. Lesson learnt from Innovation in Nature Based Tourism Services Contact: Faculty of Economics and Public Administration „Stefan cel Mare” University of Suceava Universităţii str., no. 13, Building H 720229 SUCEAVA, ROMANIA Phone: (+40) 230 216147 ext. 294 Erasmus IP web site: www.innonatour.usv.ro Faculty web site: www.seap.usv.ro University web site: www.usv.ro 2012 Subject to the provisions of relevant collective licensing agreements, no reproduction of any part may take place
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summarizes my basic philosophy of what Sullivan is all about. When I say that Sullivan is “student success focused,” I feel as President that I owe a definition of this statement to all who are considering Sullivan University. First, Sullivan is unique among institutions of higher education with its innovative, career-first curriculum. You can earn a career diploma or certificate in a year or less and then accept employment while still being able to complete your associate, bachelor’s, master’s or doctoral
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educational materials in Accounting, bringing cutting-edge thinking and best learning practice to a global market. Under a range of well-known imprints, including Financial Times Prentice Hall, we craft high quality print and electronic publications which help readers to understand and apply their content, whether studying or at work. To find out more about the complete range of our publishing please visit us on the World Wide Web at: www.pearsoned.co.uk ACCOUNTING FOR NON-ACCOUNTING STUDENTS
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