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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system, without the prior written consent of The McGraw-Hill Companies, Inc., including, but not limited to, in any network or other electronic storage or transmission, or broadcast for distance learning. This book is printed on acid-free paper. 1 2 3 4 5 6 7 8 9 0 DOC/DOC 0 ISBN: 978-0-07-340743-2 MHID: 0-07-340743-7 Vice President, Editorial: Michael Ryan Director, Editorial: Beth Mejia Sponsoring Editor: Mark Georgiev Marketing Manager: Pam Cooper Managing Editor: Nicole Bridge Developmental Editor:
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Australia • Brazil • Japan • Korea • Mexico • Singapore • Spain • United Kingdom • United States SEVENTH EDITION Data Communications and Computer Networks A Business User’s Approach Curt M. White DePaul University Australia • Brazil • Japan • Korea • Mexico • Singapore • Spain • United Kingdom • United States Data Communications and Computer Networks: A Business User’s Approach, Seventh Edition Curt M. White Editor-In-Chief: Joe Sabatino Senior Acquisitions Editor: Charles McCormick, Jr. Senior
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Praise for Succeeding with Agile “Understanding the mechanics of an agile process is just not enough. Mike Cohn has compiled a superb and comprehensive collection of advice that will help individuals and teams with the intricate task of adopting and adapting agile processes to fit their specific challenges. This book will become the definitive handbook for agile teams.” —Colin Bird, Global Head of Agile, EMC Consulting “Mike Cohn’s experience working with so many different organizations in the adoption
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The Tongue and Quill AFH 33-337 1 AUGUST 2004 Communication is an essential tool for the twenty-first century Air Force BY ORDER OF THE SECRETARY OF THE AIR FORCE AIR FORCE HANDBOOK 33-337 1 AUGUST 2004 Communications and Information THE TONGUE AND QUILL COMMUNICATING IS A POWERFUL TOOL FOR THE TWENTY-FIRST CENTURY AIR FORCE The Tongue and Quill is dedicated to every man and woman in today’s Air Force who will ever sling ink at paper, pound a keyboard, give a briefing, or staff
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I-1 IMT Custom Machine Company, Inc.: Selection of an Information Technology Platform CASE STUDY I-2 VoIP2.biz, Inc.: Deciding on the Next Steps for a VoIP Supplier CASE STUDY I-3 The VoIP Adoption at Butler University CASE STUDY I-4 Supporting Mobile Health Clinics: The Children’s Health Fund of New York City CASE STUDY I-5 Data Governance at InsuraCorp CASE STUDY I-6 H.H. Gregg’s Appliances, Inc.: Deciding on a New Information Technology Platform CASE STUDY I-7
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Sample answer: 3. b; The sum of the cost of adult and children tickets should be subtracted from 50. Therefore, parentheses need to be inserted around this sum to insure that this addition is done before subtraction. 4. 72 5. 6 6. 23 7. 1 14 Ϫ 4 5 8. Ϫ2 9. 119 10. 0 11. Ϫ23 12. 18 13. $432 14. $1875 15. $1162.50 16. 20 17. 3 18. 29 19. 25 20. 54 21. Ϫ34 22. 19 23. 5 24. 11 25. Ϫ31 26. 7 27. 14 28. Ϫ15 29.
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Left and Right Brain Functions U3-C2-L3 Learning Style and Processing Preferences U3-C2-L4 Multiple Intelligences Chapter 3: Study Skills U3-C3-L1 Thinking Maps U3-C3-L2 Reading For Meaning U3-C3-L3 Study Habits that Work for You Chapter 4: Communication Skills U3-C4-L1 The Communication Process U3-C4-L2 Becoming a Better Listener Chapter 5: Conflict Resolution U3-C5-L1 Causes of Conflict U3-C5-L2 Conflict Resolution Techniques Chapter 8: Making a Difference with Service Learning
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P A R T I Discovering Momentum 1 1 The Power of Momentum Where’s the Impetus? Momentum. Most businesses get it at some point: the impression that everything they undertake succeeds effortlessly, as if they’re being carried along by a tailwind that increases their efficiency and propels them on to exceptional growth.1 Some hold on to it. Most don’t. Slowly, imperceptibly, the tailwind turns around and the momentum disappears, without anyone quite realizing what has happened. The company
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g Easier! Making Everythin ™ heory tring T S Learn: • The basic concepts of this controversial theory • How string theory builds on physics concepts • The different viewpoints in the field • String theory’s physical implications Andrew Zimmerman Jones Physics Guide, About.com with Daniel Robbins, PhD in Physics Get More and Do More at Dummies.com® Start with FREE Cheat Sheets Cheat Sheets include • Checklists • Charts • Common Instructions • And Other Good Stuff! To access
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