Machine Learning in Action(2).pdf


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IN ACTION
Peter Harrington
MANNING
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Machine Learning in Action
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Machine Learning in Action
PETER HARRINGTON
MANNING
Shelter Island
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For online information and ordering of this and other Manning books, please visit
. The publisher offers discounts on this book when ordered in quantity.
For more information, please contact
Special Sales Department
Manning Publications Co.
20 Baldwin Road
PO Box 261
Shelter Island, NY 11964
Email: orders@
©2012 by Manning Publications Co. All rights reserved.
No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in
any form or by means electronic, mechanical, photocopying, or otherwise, without prior written
permission of the publisher.
Many of the designations used by manufacturers and sellers to distinguish their products are
claimed as trademarks. Where those designations appear in the book, and Manning
Publications was aware of a trademark claim, the designations have been printed in initial caps
or all caps.
Recognizing the importance of preserving what has been written, it is Manning’s policy to have
the books we publish printed on acid-free paper, and we exert our best efforts to that end.
Recognizing also our responsibility to conserve the resources of our , Manning books are
printed on paper that is at least 15 percent recycled and processed without the use of elemental
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Manning Publications editor:Jeff Bleiel
20 Baldwin Road Technical proofreaders: Tricia Hoffman, Alex Ott
PO Box 261 Copyeditor: Linda Recktenwald
Shelter Island, NY 11964 Proofreader: Maureen Spencer
Typesetter: Gordan Salinovic
Cover designer: Marija Tudor
ISBN 9781617290183
Printed in the United States of America
1 2 3 4 5 6 7 8 9 10 – MAL – 17 16 15 14 13 12
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To Joseph and Milo
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brief contents
PART 1 CLASSIFICATION ...............................................................1
1 ■ Machi

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