Ian H. Witten - Data Mining: Practical Machine Learning Tools and Techniques

1. Tables in Chapter 1
2. Tables in Chapter 2
3. Tables in Chapter 3
4. Tables in Chapter 4
5. Tables in Chapter 5
6. Tables in Chapter 6
7. Tables in Chapter 7
8. Tables in Chapter 8
9. Tables in Chapter 9
10. Tables in Chapter 10
11. Tables in Chapter 13
12. Tables in Appendix A

1. Figures in Chapter 1
2. Figures in Chapter 2
3. Figures in Chapter 3
4. Figures in Chapter 4
5. Figures in Chapter 5
6. Figures in Chapter 6
7. Figures in Chapter 7
8. Figures in Chapter 8
9. Figures in Chapter 9
10. Figures in Chapter 10
11. Figures in Chapter 12
12. Figures in Chapter 13
13. Figures in Appendix A

Fourth Edition

Ian H. Witten

University of Waikato, Hamilton, New Zealand

Eibe Frank

University of Waikato, Hamilton, New Zealand

Mark A. Hall

University of Waikato, Hamilton, New Zealand

Christopher J. Pal

Polytechnique Montral, Montreal, Quebec, Canada

Morgan Kaufmann is an imprint of Elsevier

50 Hampshire Street, 5th Floor, Cambridge, MA 02139, United States

Copyright 2017, 2011, 2005, 2000 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 seek permission, further information about the Publishers permissions policies and our arrangements with organizations such as the Copyright Clearance Center and the Copyright Licensing Agency, can be found at our website: www.elsevier.com/permissions.

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, or medical treatment may become necessary.

Practitioners and researchers must always rely on their own experience and knowledge in evaluating and using any information, methods, compounds, or experiments described herein. In using such information or methods they should be mindful of their own safety and the safety of others, including parties for whom they have a professional responsibility.

To the 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 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.

British Library Cataloguing-in-Publication Data

A catalogue record for this book is available from the British Library

Library of Congress Cataloging-in-Publication Data

A catalog record for this book is available from the Library of Congress

ISBN: 978-0-12-804291-5

For Information on all Morgan Kaufmann publications visit our website at https://www.elsevier.com

Publisher: Todd Green

Acquisition Editor: Tim Pitts

Editorial Project Manager: Charlotte Kent

Production Project Manager: Nicky Carter

Designer: Matthew Limbert

Typeset by MPS Limited, Chennai, India