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Machine Learning
A Probabilistic Perspective
Kevin P. Murphy
Machine Learning: A Probabilistic Perspective
Machine Learning
A Probabilistic Perspective
Kevin P. Murphy
The MIT Press
Cambridge, Massachusetts
London, England
© 2012 Massachusetts Institute of Technology
All rights reserved. No part of this book may be reproduced in any form by any electronic or mechanical
means (including photocopying, recording, or information storage and retrieval) without permission in
writing from the publisher.
For information about special quantity discounts, please email special_sales@mitpress.mit.edu
This book was set in the
A
T
E
X programming language by the author. Printed and bound in the United
States of America.
Library of Congress Cataloging-in-Publication Information
Murphy, Kevin P.
Machine learning : a probabilistic perspective / Kevin P. Murphy.
p. cm. — (Adaptive computation and machine learning series)
Includes bibliographical references and index.
ISBN 978-0-262-01802-9 (hardcover : alk. paper)
1. Machine learning. 2. Probabilities. I. Title.
Q325.5.M87 2012
006.3’1—dc23
2012004558
0987654321
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