INFORMATION ABOUT THIS PUBLICATION The information in this manual is not copyrighted and may be reproduced or translated by the user as needed. Every effort has been made to provide, in this publication, the most current and accurate information as of July 1, 2009. Misprints or outdated information that may appear within these pages will not override or supersede changes that have occurred in the law, promulgated rules and regulations or policy that has been initiated since the printing date. Where You Can
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Data Mining Third 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
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INFORMATION ABOUT THIS PUBLICATION The information in this manual is not copyrighted and may be reproduced or translated by the user as needed. Every effort has been made to provide, in this publication, the most current and accurate information as of July 1, 2009. Misprints or outdated information that may appear within these pages will not override or supersede changes that have occurred in the law, promulgated rules and regulations or policy that has been initiated since the printing date. Where You Can
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SAGE India website gets a makeover! Global Products Enhanced Succinct Intuitive THE Improved Interactive Smart Layout User-friendly Easy Eye-catching LEADING WORld’s LEADING Independent Professional Stay tuned in to upcoming Events and Conferences Search Navigation Feature-rich Get to know our Authors and Editors Why Publish with SAGE ? World’s LEADING Publisher and home and editors Societies authors Professional Academic LEADING Publisher Natural World’s Societies THE and LEADING
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NOTE: This PDF document has a handy set of “bookmarks” for it, which are accessible by pressing the Bookmarks tab on the left side of this window. ***************************************************** We are the last. The last generation to be unaugmented. The last generation to be intellectually alone. The last generation to be limited by our bodies. We are the first. The first generation to be augmented. The first generation to be intellectually together. The first generation to be limited
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Routledge Taylor & Francis Group 2 Park Square Milton Park, Abingdon Oxon OX14 4RN © 2006 by Lois Tyson Routledge is an imprint of Taylor & Francis Group, an Informa business Printed in the United States of America on acid‑free paper 10 9 8 7 6 5 4 3 2 1 International Standard Book Number‑10: 0‑415‑97410‑0 (Softcover) 0‑415‑97409‑7 (Hardcover) International Standard Book Number‑13: 978‑0‑415‑97410‑3 (Softcover) 978‑0‑415‑97409‑7 (Hardcover) No part of this book may be reprinted, reproduced, transmitted
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Acknowledgments With warm thanks to Jason Kaufman for his superb guidance and insightful editorial skills; Blythe Brown for her tireless research and creative input; my good friend Jake Elwell at Wieser & Wieser; the National Security Archive; the NASA Public Affairs Office; Stan Planton, who continues to be a source for information on all things; the National Security Agency; glaciologist Martin O. Jeffries; and the superb minds of Brett Trotter, Thomas D. Nadeau, and Jim Barrington. Thanks
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Dan Brown Deception Point Deception Point by Dan Brown Acknowledgments With warm thanks to Jason Kaufman for his superb guidance and insightful editorial skills; Blythe Brown for her tireless research and creative input; my good friend Jake Elwell at Wieser & Wieser; the National Security Archive; the NASA Public Affairs Office; Stan Planton, who continues to be a source for information on all things; the National Security Agency; glaciologist Martin O. Jeffries; and the superb minds of Brett
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2011 by Taylor and Francis Group, LLC CRC Press is an imprint of Taylor & Francis Group, an Informa business No claim to original U.S. Government works Printed in the United States of America on acid-free paper 10 9 8 7 6 5 4 3 2 1 International Standard Book Number-13: 978-1-4398-3753-5 (Ebook-PDF) This book contains information obtained from authentic and highly regarded sources. Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume
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information storage or retrieval system, without permission in writing from the publisher. First published in 2013 by SAGE Publications India Pvt Ltd B1/I-1 Mohan Cooperative Industrial Area Mathura Road, New Delhi 110 044, India www.sagepub.in SAGE Publications Inc 2455 Teller Road Thousand Oaks, California 91320, USA SAGE Publications Ltd 1 Oliver’s Yard, 55 City Road London EC1Y 1SP, United Kingdom SAGE Publications Asia-Pacific Pte Ltd 33 Pekin Street #02-01 Far East Square Singapore 048763 Published
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