Mastering Machine Learning with scikit-learn 2nd edition_Gavin Hackeling.pdf

Mastering Machine Learning with scikit-learn Second Edition -FBSOUPJNQMFNFOUBOEFWBMVBUFNBDIJOFMFBSOJOHTPMVUJPOT XJUITDJLJUMFBSO Gavin Hackeling BIRMINGHAM - MUMBAI Mastering Machine Learning with scikit-learn Second Edition Copyright © 2017 Packt Publishing All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing, and its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book. Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information. First published: October 20141 econd published: July 20171 Production reference: 1200717 1VCMJTIFECZ1BDLU1VCMJTIJOH-UE -JWFSZ1MBDF -JWFSZ4USFFU #JSNJOHIBN #1#6, ISBN 978-1-78829-987-9 XXXQBDLUQVCDPN Credits Author Gavin Hackeling Copy Editors Safis Editing Vikrant Phadkay Reviewer Oleg Okun Project Coordinator Nidhi Joshi Commissioning Editor Amey Varangaonkar Proofreader Safis Editing Acquisition Editor Aman Singh Indexer Tejal Daruwale Soni Content Development Editor Aishwarya Pandere Graphics Tania Dutta Technical Editor Suwarna Patil Production Coordinator Arvindkumar Gupta About the Author Gavin Hackeling is a data sc