Boosting

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Boosting

Author : Robert E. Schapire
Publisher : MIT Press
ISBN 13 : 0262526034
Total Pages : 544 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Boosting by : Robert E. Schapire

Download or read book Boosting written by Robert E. Schapire and published by MIT Press. This book was released on 2014-01-10 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible introduction and essential reference for an approach to machine learning that creates highly accurate prediction rules by combining many weak and inaccurate ones. Boosting is an approach to machine learning based on the idea of creating a highly accurate predictor by combining many weak and inaccurate “rules of thumb.” A remarkably rich theory has evolved around boosting, with connections to a range of topics, including statistics, game theory, convex optimization, and information geometry. Boosting algorithms have also enjoyed practical success in such fields as biology, vision, and speech processing. At various times in its history, boosting has been perceived as mysterious, controversial, even paradoxical. This book, written by the inventors of the method, brings together, organizes, simplifies, and substantially extends two decades of research on boosting, presenting both theory and applications in a way that is accessible to readers from diverse backgrounds while also providing an authoritative reference for advanced researchers. With its introductory treatment of all material and its inclusion of exercises in every chapter, the book is appropriate for course use as well. The book begins with a general introduction to machine learning algorithms and their analysis; then explores the core theory of boosting, especially its ability to generalize; examines some of the myriad other theoretical viewpoints that help to explain and understand boosting; provides practical extensions of boosting for more complex learning problems; and finally presents a number of advanced theoretical topics. Numerous applications and practical illustrations are offered throughout.

The Boost C++ Libraries

Author : Boris Schäling
Publisher : Boris Schäling
ISBN 13 :
Total Pages : 720 pages
Book Rating : 4./5 ( download)

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Book Synopsis The Boost C++ Libraries by : Boris Schäling

Download or read book The Boost C++ Libraries written by Boris Schäling and published by Boris Schäling. This book was released on with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of The Boost C++ Libraries introduces 72 Boost libraries that provide a wide range of useful capabilities. They help you manage memory and process strings more easily. They provide containers and other data structures that go well beyond what the standard library offers. They make it easy to build platform-independent network applications. Simply put, these 72 libraries greatly expand your C++ toolbox. The second edition contains more than 430 examples. All examples are as short as possible, but they are complete, so you can compile and run them as is. They show you what the Boost libraries offer and give you a head start on using the libraries in your own applications. The goal of this book is to increase your efficiency as a C++ developer and to simplify software development with C++. The Boost libraries introduced in this book will help you write less code with fewer bugs and finish projects faster. You code will be more concise and self-explanatory and more easily adapted when requirements change. The second edition is based on the Boost libraries 1.55.0 and 1.56.0 with the latter version having been released in August 2014. The examples are based on C++11 and have been tested with Visual Studio 2013, GCC 4.8 and Clang 3.3 on various platforms. For Boost libraries which were incorporated into the C++11 standard library, differences between Boost and the standard library are highlighted. The Boost libraries are one of the most important and influential open source C++ libraries. Their source code is available under a permissive free software license. Several Boost libraries have been incorporated into the C++11 standard library. The Boost libraries are developed and supported by the Boost community - a worldwide developer community with a strong interest in pushing C++ boundaries further.

Boosting sales

Author : Bob Gorton
Publisher : A&C Black
ISBN 13 : 1408163306
Total Pages : 225 pages
Book Rating : 4.4/5 (81 download)

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Book Synopsis Boosting sales by : Bob Gorton

Download or read book Boosting sales written by Bob Gorton and published by A&C Black. This book was released on 2011-09-19 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ...on a Shoestring series helps small business owners grow their business imaginatively, effectively and without spending a fortune. Aimed at entrepreneurs with plenty of vision and commitment but not a lot of cash, each book is packed with ideas that really work, real-life examples, step-by-step advice and sources of further information. Boosting your company's sales is essential if you're going to make a success of your business. This revised edition covers: Looking at your current sales and working out where you want to go next, Making sure you're meeting a need, Looking at your prices (and how you present them), Talking to and nurturing your new and existing customers, Improving your post-sales service and Working to guarantee repeat sales. 'Breeze through these neat little "Business on a Shoestring" books during your commute. Boosting Sales, Cash Management and Marketing and PR should cover your bases - and if things go wrong there's the optimistically titled Surviving a Downturn to get you back on your feet.' The Guardian

Boosting Achievement

Author : Carol Salva
Publisher :
ISBN 13 : 9780997740257
Total Pages : pages
Book Rating : 4.7/5 (42 download)

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Book Synopsis Boosting Achievement by : Carol Salva

Download or read book Boosting Achievement written by Carol Salva and published by . This book was released on 2017-05-17 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Hands-On Gradient Boosting with XGBoost and scikit-learn

Author : Corey Wade
Publisher : Packt Publishing Ltd
ISBN 13 : 1839213809
Total Pages : 311 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis Hands-On Gradient Boosting with XGBoost and scikit-learn by : Corey Wade

Download or read book Hands-On Gradient Boosting with XGBoost and scikit-learn written by Corey Wade and published by Packt Publishing Ltd. This book was released on 2020-10-16 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get to grips with building robust XGBoost models using Python and scikit-learn for deployment Key Features Get up and running with machine learning and understand how to boost models with XGBoost in no time Build real-world machine learning pipelines and fine-tune hyperparameters to achieve optimal results Discover tips and tricks and gain innovative insights from XGBoost Kaggle winners Book Description XGBoost is an industry-proven, open-source software library that provides a gradient boosting framework for scaling billions of data points quickly and efficiently. The book introduces machine learning and XGBoost in scikit-learn before building up to the theory behind gradient boosting. You'll cover decision trees and analyze bagging in the machine learning context, learning hyperparameters that extend to XGBoost along the way. You'll build gradient boosting models from scratch and extend gradient boosting to big data while recognizing speed limitations using timers. Details in XGBoost are explored with a focus on speed enhancements and deriving parameters mathematically. With the help of detailed case studies, you'll practice building and fine-tuning XGBoost classifiers and regressors using scikit-learn and the original Python API. You'll leverage XGBoost hyperparameters to improve scores, correct missing values, scale imbalanced datasets, and fine-tune alternative base learners. Finally, you'll apply advanced XGBoost techniques like building non-correlated ensembles, stacking models, and preparing models for industry deployment using sparse matrices, customized transformers, and pipelines. By the end of the book, you'll be able to build high-performing machine learning models using XGBoost with minimal errors and maximum speed. What you will learn Build gradient boosting models from scratch Develop XGBoost regressors and classifiers with accuracy and speed Analyze variance and bias in terms of fine-tuning XGBoost hyperparameters Automatically correct missing values and scale imbalanced data Apply alternative base learners like dart, linear models, and XGBoost random forests Customize transformers and pipelines to deploy XGBoost models Build non-correlated ensembles and stack XGBoost models to increase accuracy Who this book is for This book is for data science professionals and enthusiasts, data analysts, and developers who want to build fast and accurate machine learning models that scale with big data. Proficiency in Python, along with a basic understanding of linear algebra, will help you to get the most out of this book.

100 Health-Boosting Foods

Author : Hamlyn
Publisher : Hamlyn
ISBN 13 : 0600631303
Total Pages : 621 pages
Book Rating : 4.6/5 (6 download)

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Book Synopsis 100 Health-Boosting Foods by : Hamlyn

Download or read book 100 Health-Boosting Foods written by Hamlyn and published by Hamlyn. This book was released on 2015-04-06 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: Did you know that avocados can help lower cholesterol and that tomatoes are full of cancer-beating lycopene? From chillis to cranberries and limes to lentils, find out all about 100 foods that will make a real difference to your health. Whether you want to cure a cold, have more energy, lower blood pressure or prevent heart disease, you'll find the 100 best foods here, complete with vital information and research about what each food contains and why it will boost your health. Choose from 100 delicious recipes and serving suggestions to get the best taste and the greatest benefits from your diet.

Boosting Your Immunity For Dummies

Author : Wendy Warner
Publisher : John Wiley & Sons
ISBN 13 : 1119740142
Total Pages : 400 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Boosting Your Immunity For Dummies by : Wendy Warner

Download or read book Boosting Your Immunity For Dummies written by Wendy Warner and published by John Wiley & Sons. This book was released on 2020-09-23 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Boost your body's defenses to fight-off disease and live stronger and longer Every single day our bodies are under attack from nasty little organisms which range from the pesky to the frighteningly serious. So, what’s the best way to fight back? Thankfully nature has provided us with a powerful interior armor-plating—and Boosting Your Immunity For Dummies shows you how to keep that crucial biological gift in tip-top condition. Brought to you by bestselling author Kellyann Petrucci, MS, ND, a board-certified naturopathic physician, and Wendy Warner, a board certified holistic physician,—Boosting Your Immunity For Dummies sets out the sound ways we can supercharge our immune systems to prevent illnesses and diseases such as arthritis, autoimmune conditions, pneumonia, cancer, and the flu. Using a simple program of diet, exercise, stress-reduction, and nutritional supplements, we can keep our internal defenses humming happily along—and get generally healthier in the process! The best nutritional strategies to avoid cold and flu 40+ recipes that show healthy eating can also be delish Cutting-edge research on immune-boosting health and diet Lists and tips for keeping a low-cost, healthy pantry Through diet, exercise, stress reduction, nutritional supplements, and the role of water, sunlight, and oxygen, you can harness the power of your immune system and drastically improve your immunity to disease. P.S. If you think this book seems familiar, you're probably right. The Dummies team updated the cover and design to give the book a fresh feel, but the content is the same as the previous release of Boosting Your Immunity For Dummies (9781118402009 find this on the copyright page). The book you see here shouldn't be considered a new or updated product. But if you’re in the mood to learn something new, check out some of our other books. We're always writing about new topics!

Boosting a New West

Author : John C. Putman
Publisher : Washington State University Press
ISBN 13 : 1636820441
Total Pages : 408 pages
Book Rating : 4.6/5 (368 download)

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Book Synopsis Boosting a New West by : John C. Putman

Download or read book Boosting a New West written by John C. Putman and published by Washington State University Press. This book was released on 2021-06-18 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inspired by Chicago’s successful 1893 World Columbian Exposition, the cities of Portland, Seattle, San Diego, and San Francisco all held fairs between 1905 and 1915. From the start of the Lewis and Clark Exposition to the close of the Panama-California Exposition a decade later, millions of Americans visited exhibits, watched live demonstrations and performances, and wandered amusement zones. Millions more thumbed through brochures or read news articles. Fair publicity directors embraced the emerging science of consumer marketing. Conceived to attract new citizens, showcase communities, and highlight farming and industrial opportunities, the four expositions’ promotional campaigns and vendor and exhibit choices offer a unique opportunity to examine western leaders’ perceptions of their city and region, as well as their future goals and how they both fed and tried to mitigate misconceptions of a wild, wooly West. They also expose biased attitudes toward Native Americans, Mexican Americans, Filipinos, and others. Boosting a New West explores the fairs’ cultural and social meaning by focusing on and comparing the promotions that surrounded them. It details their origins and describes why each city chose to host, conveying the expected economic, social, and cultural benefits. It also shows how organizers articulated their significance to urban, regional, and national audiences, and how they attempted to shape a new western identity.

The LEGO BOOST Activity Book

Author : Daniele Benedettelli
Publisher : No Starch Press
ISBN 13 : 1593279329
Total Pages : 273 pages
Book Rating : 4.5/5 (932 download)

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Book Synopsis The LEGO BOOST Activity Book by : Daniele Benedettelli

Download or read book The LEGO BOOST Activity Book written by Daniele Benedettelli and published by No Starch Press. This book was released on 2018-11-27 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: At last, fans of the LEGO BOOST robot building kit have the learning resource they've been missing! Enter The LEGO BOOST Activity Book: a full-color guide that will help readers learn how to build and code LEGO creations that move, explore their environment, grab and lift objects, and more. The LEGO BOOST kit lets younger builders create fun, multifunctional robots by combining bricks with code, but it doesn't come with a manual. With the help of this complete guide to the LEGO BOOST set, you'll be on your way to building and programming BOOST robots in no time. You'll begin your exploration by building a basic rover robot called MARIO to help you learn the fundamentals of the BOOST programming environment. Next, you'll add features to your rover to control its movement and make it repeat actions and react to colors and sounds. Once you've learned some programming basics, you'll learn how to program your robot to do things like follow lines on the ground, scan its environment to decide where to go, and even play darts. As final projects, you'll create two complete robots: BrickPecker to help you organize your bricks and CYBOT, a robot that talks, shoots objects, and executes voice commands. As you advance through the book, optional lessons aim to deepen your understanding of basic robotics concepts. Brain BOOSter sections let you dig into the math and engineering behind your builds while a host of experiments seek to test your skills and encourage you to do more with your robots. With countless illustrations, extensive explanations, and a wealth of coding examples to guide you, The LEGO BOOST Activity Book is sure to take you from beginning builder to robotics whiz and give your robot-building brain that needed boost!

Boosting Your Child's Natural Creativity

Author : Susan Daniels
Publisher : SCB Distributors
ISBN 13 : 1953360211
Total Pages : 228 pages
Book Rating : 4.9/5 (533 download)

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Book Synopsis Boosting Your Child's Natural Creativity by : Susan Daniels

Download or read book Boosting Your Child's Natural Creativity written by Susan Daniels and published by SCB Distributors. This book was released on 2022-08-15 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Take a deep dive into what creativity is, how it manifests itself, and how to support and nurture your child's (and perhaps your own!) creativity. Written for parents and teachers, Boosting Your Child's Natural Creativity is a guide to fostering creativity and sustaining the creative spirit in children both at home and at school. Creativity is both a capacity we are born with and a skill that we can further develop. In his fully revised and updated edition, the authors describe various theories of creativity, personality traits, programs, processes, and products that foster creativity. Filled with examples and practical suggestions, this exciting book describes parenting for creativity, teaching organizational skills, and ways to preserve and enhance one's own creativity.

Boost

Author : Kathy Mackel
Publisher : Penguin
ISBN 13 : 1440630216
Total Pages : 264 pages
Book Rating : 4.4/5 (46 download)

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Book Synopsis Boost by : Kathy Mackel

Download or read book Boost written by Kathy Mackel and published by Penguin. This book was released on 2008-09-04 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thirteen-year-old Savvy's three-point shot is deadly. But she gets pushed around on the basketball court. Her older sister, Callie, is on varsity cheerleading, but she's not light enough to be a flier - her coveted position. Both girls need to boost their level of competition to get into the action. How far are they willing to go to be the best?

American Speech

Author : Louise Pound
Publisher :
ISBN 13 :
Total Pages : 744 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis American Speech by : Louise Pound

Download or read book American Speech written by Louise Pound and published by . This book was released on 1926 with total page 744 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Measured Approach to Ending Poverty and Boosting Shared Prosperity

Author : Dean Jolliffe
Publisher : World Bank Publications
ISBN 13 : 1464803617
Total Pages : 299 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis A Measured Approach to Ending Poverty and Boosting Shared Prosperity by : Dean Jolliffe

Download or read book A Measured Approach to Ending Poverty and Boosting Shared Prosperity written by Dean Jolliffe and published by World Bank Publications. This book was released on 2014-10-07 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This Policy Research Report was prepared by the Development Economics Research Group of the World Bank by a team led by Dean Jolliffe and Peter Lanjouw"--Page xiii.

Emotional Boosting - Englische Version

Author : Hans-Georg Häusel
Publisher : Haufe-Lexware
ISBN 13 : 3648040863
Total Pages : 361 pages
Book Rating : 4.6/5 (48 download)

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Book Synopsis Emotional Boosting - Englische Version by : Hans-Georg Häusel

Download or read book Emotional Boosting - Englische Version written by Hans-Georg Häusel and published by Haufe-Lexware. This book was released on 2013-04-10 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Details matter! Hans-Georg Häusel reveals a customer's mindset when making purchase decisions. He explains why emotions are highly relevant for a product's success on the market, how you could create unique products and claim the decisive competitive edge. Winners have one thing in common: A downright passion for details. Whoever is best at getting all odds and ends right can secure a competitive advantage in the end. The fact that every customer perceives those small details merely on a subconscious level is of fundamental importance. Once processed, they form an overall picture of a product in the customer's mind and ensure that it is preferred to another one.

Nonlinear Estimation and Classification

Author : David D. Denison
Publisher : Springer Science & Business Media
ISBN 13 : 0387215794
Total Pages : 465 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Nonlinear Estimation and Classification by : David D. Denison

Download or read book Nonlinear Estimation and Classification written by David D. Denison and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers in many disciplines face the formidable task of analyzing massive amounts of high-dimensional and highly-structured data. This is due in part to recent advances in data collection and computing technologies. As a result, fundamental statistical research is being undertaken in a variety of different fields. Driven by the complexity of these new problems, and fueled by the explosion of available computer power, highly adaptive, non-linear procedures are now essential components of modern "data analysis," a term that we liberally interpret to include speech and pattern recognition, classification, data compression and signal processing. The development of new, flexible methods combines advances from many sources, including approximation theory, numerical analysis, machine learning, signal processing and statistics. The proposed workshop intends to bring together eminent experts from these fields in order to exchange ideas and forge directions for the future.

Boost

Author : Jamie Gruman
Publisher : IAP
ISBN 13 : 164113304X
Total Pages : 211 pages
Book Rating : 4.6/5 (411 download)

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Book Synopsis Boost by : Jamie Gruman

Download or read book Boost written by Jamie Gruman and published by IAP. This book was released on 2018-06-01 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a book about recovery. Not recovery from drugs, alcohol, or surgery, but recovery from the numerous and relentless demands we face in handling our everyday obligations. These demands take a toll on us. Regardless of whether they come from paid employment, caring for young children, looking after elderly parents, or trying to get through graduate school, our daily obligations weigh heavily on us. They deplete our energy. They drain us of motivation. They leave us feeling weary and exhausted. If you tend to feel worn out and want to know how to replenish yourself, this book is for you. We should be able to recover from our daily obligations during our downtime. But many of us don’t. In this book we will explain why downtime is inadequate for helping us recharge our batteries, and present you with an effective alternative. Recent scientific developments from around the globe have shed light on the processes that reverse the draining effects of our obligations and help us successfully recover in our leisure time. Not only that, research also reveals that when effective recovery occurs it not only recharges our batteries, but makes us feel happier, makes us healthier, and makes us better at handling the demands that drained us in the first place. We call this boosting to reflect the multi-pronged benefits of successful recovery. In this book we draw on the most cutting-edge science to explain how to transform our ineffective downtime into valuable uptime. Uptime is the time away from our obligations that successfully satisfies the factors that lead us to feel replenished, recharged, recovered, and gives us a boost. Praise for Boost: “Boost has deep implications for everyone” ~ From the Foreword by Shawn Achor, New York Times, bestselling author of Big Potential and The Happiness Advantage “This book is bound to change your life! Writing in an informative, and highly engaging style, Gruman and Healey bring to light a revolutionary new way of dealing with the intensity of everyday obligations. This is by far one of the most comprehensive integrations of modern science and seasoned wisdom in positive psychology. I highly recommend this book.” ~ Mirella De Civita, PhD President of Papillon MDC, Founder of Grand Heron International, author of The Courage to Fall into Life "'Boost' does just that! It gives you a lift! This book provides practical and encouraging examples of how to re-energize in the midst of our challenged and time pressured lives. An enjoyable and extremely beneficial read." ~ Chris Kotsopoulos CEO, Children’s Wish Foundation of Canada "Do you want to know how to recharge? Boost is a must read for you. This fantastic book helps those of us wanting to understand the impact of replenishing ourselves on enhancing our connections, productivity, and happiness, and provides strategies to seriously improve the quality of our lives." ~ Lola Bendana Director, Multi-Languages Corporation “In the age of doing more with less, what every busy working person needs most is proven, practical strategies for staying productive and focused. This book delivers. After all I’ve read and heard about the energy crisis in today’s workplace, Boost told me a lot I didn’t know—and will apply, starting now.” ~ Rona Maynard Former Editor of Chatelaine, Author of My Mother’s Daughter “In today’s world of smartphones, tablets, and relentless connectivity, it is almost impossible to find a reprieve from the stresses of our day to day lives. Gruman and Healey provide clear, well articulated, evidence-based guidance in their expertly written book. Boost is an essential read for anyone looking to live life to the fullest.” ~ Marie-Helene Budworth, PhD Associate Professor, School of Human Resource Management, York University

Algorithmic Learning Theory

Author : Osamu Watanabe
Publisher : Springer
ISBN 13 : 3540467696
Total Pages : 375 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Algorithmic Learning Theory by : Osamu Watanabe

Download or read book Algorithmic Learning Theory written by Osamu Watanabe and published by Springer. This book was released on 2007-03-05 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Conference on Algorithmic Learning Theory, ALT'99, held in Tokyo, Japan, in December 1999. The 26 full papers presented were carefully reviewed and selected from a total of 51 submissions. Also included are three invited papers. The papers are organized in sections on Learning Dimension, Inductive Inference, Inductive Logic Programming, PAC Learning, Mathematical Tools for Learning, Learning Recursive Functions, Query Learning and On-Line Learning.