feature selection and model selection in supervised learning



Neil Anderson The Blackwell Handbook of Personnel Selection Neil Anderson The Blackwell Handbook of Personnel Selection Новинка

Neil Anderson The Blackwell Handbook of Personnel Selection

12308.75 руб.
The Blackwell Handbook of Personnel Selection provides a state-of-the-art review of theory, research, and professional practice in the field of selection and assessment. Reviews research and practical developments in all of the main selection methods, including interviews, psychometric tests, assessment centres, and work sample tests. Considers selection from the organization’s and the applicant’s perspective, and covers the use of new technology in selection and adverse impact issues. Each section includes contributions from internationally eminent authors based in North America and Europe.
Evelyne Lutton Evolutionary Algorithms for Food Science and Technology Evelyne Lutton Evolutionary Algorithms for Food Science and Technology Новинка

Evelyne Lutton Evolutionary Algorithms for Food Science and Technology

10195.2 руб.
Researchers and practitioners in food science and technology routinely face several challenges, related to sparseness and heterogeneity of data, as well as to the uncertainty in the measurements and the introduction of expert knowledge in the models. Evolutionary algorithms (EAs), stochastic optimization techniques loosely inspired by natural selection, can be effectively used to tackle these issues. In this book, we present a selection of case studies where EAs are adopted in real-world food applications, ranging from model learning to sensitivity analysis.
Krister Forsberg Quick Selection Guide to Chemical Protective Clothing Krister Forsberg Quick Selection Guide to Chemical Protective Clothing Новинка

Krister Forsberg Quick Selection Guide to Chemical Protective Clothing

4300.18 руб.
Quick Selection Guide to Chemical Protective Clothing provides the reader with the latest information on Selection, Care and Use of Chemical Protective garments and gloves. Topics in the widely-used reference guide include Selection and Use of Chemical Protective Clothing, Chemical Index, Selection Recommendations, Glossary, Standards for Chemical Protective Clothing, Manufactures of Chemical Protective Clothing and European requirements for chemical resistant gloves. The key feature of the book is the color-coded selection recommendations. The red, yellow or green indications are highly appreciated by the users. This sixth edition of the Quick Selection Guide to Chemical Protective Clothing has been updated, to include approximately 1,000 chemicals/chemical brands or mixture of chemicals more than twice the information provided in the original edition. The performance of 9 generic materials and 32 proprietary barriers are compared against the 21 standard test chemicals listed in ASTM F1001. The color-coded recommendations against the broader list of materials now contain 27 representative barrier materials. This best selling pocket guide is the an essential field source for HazMat teams, spill responder, safety professionals, chemists and chemical engineers, industrial hygienists, supervisors, purchase agents, salespeople and other users of chemical protective clothing.
Yasunori Fujikoshi Multivariate Statistics. High-Dimensional and Large-Sample Approximations Yasunori Fujikoshi Multivariate Statistics. High-Dimensional and Large-Sample Approximations Новинка

Yasunori Fujikoshi Multivariate Statistics. High-Dimensional and Large-Sample Approximations

11251.26 руб.
A comprehensive examination of high-dimensional analysis of multivariate methods and their real-world applications Multivariate Statistics: High-Dimensional and Large-Sample Approximations is the first book of its kind to explore how classical multivariate methods can be revised and used in place of conventional statistical tools. Written by prominent researchers in the field, the book focuses on high-dimensional and large-scale approximations and details the many basic multivariate methods used to achieve high levels of accuracy. The authors begin with a fundamental presentation of the basic tools and exact distributional results of multivariate statistics, and, in addition, the derivations of most distributional results are provided. Statistical methods for high-dimensional data, such as curve data, spectra, images, and DNA microarrays, are discussed. Bootstrap approximations from a methodological point of view, theoretical accuracies in MANOVA tests, and model selection criteria are also presented. Subsequent chapters feature additional topical coverage including: High-dimensional approximations of various statistics High-dimensional statistical methods Approximations with computable error bound Selection of variables based on model selection approach Statistics with error bounds and their appearance in discriminant analysis, growth curve models, generalized linear models, profile analysis, and multiple comparison Each chapter provides real-world applications and thorough analyses of the real data. In addition, approximation formulas found throughout the book are a useful tool for both practical and theoretical statisticians, and basic results on exact distributions in multivariate analysis are included in a comprehensive, yet accessible, format. Multivariate Statistics is an excellent book for courses on probability theory in statistics at the graduate level. It is also an essential reference for both practical and theoretical statisticians who are interested in multivariate analysis and who would benefit from learning the applications of analytical probabilistic methods in statistics.
Cool Restaurants Amsterdam Cool Restaurants Amsterdam Новинка

Cool Restaurants Amsterdam

626 руб.
Amsterdam is a colorful mix of cultures and different styles. This tendency towards fusion finds itself reflected in the delicious cuisines offered by the city's diverse selection of restaurants, bars and lounges, 28 of which are presented in this book. Includes addresses, practical information and a complementary selection of excellent recipes provided by the chef of each restaurant. Text in English, German, French, Spanish and Italian.
Joel Weller Genomic Selection in Animals Joel Weller Genomic Selection in Animals Новинка

Joel Weller Genomic Selection in Animals

11323.62 руб.
The field of whole genome selection has quickly developed into the breeding methodology of the future. As efforts to map a wide variety of animal genomes have matured and full animal genomes are now available for many animal scientists and breeders are looking to apply these techniques to livestock production. Providing a comprehensive, forward-looking review of animal genomics, Genomic Selection in Animals provides coverage of genomic selection in a variety of economically important species including cattle, swine, and poultry. The historical foundations of genomic selection are followed by chapters that review and assess current techniques. The final chapter looks toward the future and what lies ahead for field as application of genomic selection becomes more widespread. A concise, useful summary of the field by one of the world’s leading researchers, Genomic Selection in Animals fills an important gap in the literature of animal breeding and genomics.
Alan Tait Distance and E-learning in Transition. Learning Innovation, Technology and Social Challenges Alan Tait Distance and E-learning in Transition. Learning Innovation, Technology and Social Challenges Новинка

Alan Tait Distance and E-learning in Transition. Learning Innovation, Technology and Social Challenges

26958.88 руб.
The rushed development of information and communication technologies and their impact on the world of learning in the last decade have profoundly changed the paradigms, scenarios and values at all levels of education. The professionalization of tools and practices, in addition to the consolidation of academic and practical knowledge, has been a major continuing issue throughout these years. The annual conferences of the largest European professional community in distance and e-learning have been setting the landmarks in this process. The selection from this unique knowledge pool demonstrates the deepening and consolidation of knowledge and experience. This book presents the developments in the field of open, distance and e-learning, through new technologies, methodologies and tools, which have profoundly changed the paradigms, scenarios and values at all levels of education over the last decade.
Otilia M. Y. Koo Pharmaceutical Excipients. Properties, Functionality, and Applications in Research and Industry Otilia M. Y. Koo Pharmaceutical Excipients. Properties, Functionality, and Applications in Research and Industry Новинка

Otilia M. Y. Koo Pharmaceutical Excipients. Properties, Functionality, and Applications in Research and Industry

13215.07 руб.
This book provides an overview of excipients, their functionalities in pharmaceutical dosage forms, regulation, and selection for pharmaceutical products formulation. It includes development, characterization methodology, applications, and up-to-date advances through the perspectives of excipients developers, users, and regulatory experts. Covers the sources, characterization, and harmonization of excipients: essential information for optimal excipients selection in pharmaceutical development Describes the physico-chemical properties and biological effects of excipients Discusses chemical classes, safety and toxicity, and formulation Addresses recent efforts in the standardization and harmonization of excipients
Ludmila Kuncheva I. Combining Pattern Classifiers. Methods and Algorithms Ludmila Kuncheva I. Combining Pattern Classifiers. Methods and Algorithms Новинка

Ludmila Kuncheva I. Combining Pattern Classifiers. Methods and Algorithms

8608.96 руб.
A unified, coherent treatment of current classifier ensemble methods, from fundamentals of pattern recognition to ensemble feature selection, now in its second edition The art and science of combining pattern classifiers has flourished into a prolific discipline since the first edition of Combining Pattern Classifiers was published in 2004. Dr. Kuncheva has plucked from the rich landscape of recent classifier ensemble literature the topics, methods, and algorithms that will guide the reader toward a deeper understanding of the fundamentals, design, and applications of classifier ensemble methods. Thoroughly updated, with MATLAB® code and practice data sets throughout, Combining Pattern Classifiers includes: Coverage of Bayes decision theory and experimental comparison of classifiers Essential ensemble methods such as Bagging, Random forest, AdaBoost, Random subspace, Rotation forest, Random oracle, and Error Correcting Output Code, among others Chapters on classifier selection, diversity, and ensemble feature selection With firm grounding in the fundamentals of pattern recognition, and featuring more than 140 illustrations, Combining Pattern Classifiers, Second Edition is a valuable reference for postgraduate students, researchers, and practitioners in computing and engineering.
Creed Selection Verte Creed Selection Verte Новинка

Creed Selection Verte

25180 руб.
Creed Selection Verte Creed Selection Verte Новинка

Creed Selection Verte

2935 руб.
Marc Jacobs Illustrated Marc Jacobs Illustrated Новинка

Marc Jacobs Illustrated

6010 руб.
In 2016, internationally acclaimed designer Marc Jacobs commissioned his friend and talented illustrator Grace Coddington to select and draw her personal selection from his...
Caltabiano Marie Louise Applied Topics in Health Psychology Caltabiano Marie Louise Applied Topics in Health Psychology Новинка

Caltabiano Marie Louise Applied Topics in Health Psychology

5140.88 руб.
This selection of in-depth, critical and comprehensive chapters on topical issues in applied health psychology features the work of key researchers and practitioners in the Australasian health system and deals with both theoretical and methodological aspects of the subject. The first health psychology text aimed specifically at regional postgraduate trainees Covers an array of topics and issues and focuses on applied aspects of clinical health and health promotion Includes both specialized topics and new frontiers of research Contextualizes health psychology teaching and learning for Australasian students
Wang Qin Nanotechnology Research Methods for Food and Bioproducts Wang Qin Nanotechnology Research Methods for Food and Bioproducts Новинка

Wang Qin Nanotechnology Research Methods for Food and Bioproducts

17681.58 руб.
Food nanotechnology is an expanding field. This expansion is based on the advent of new technologies for nanostructure characterization, visualization, and construction. Nanotechnology Research Methods for Food and Bioproducts introduces the reader to a selection of the most widely used techniques in food and bioproducts nanotechnology. This book focuses on state-of-the-art equipment and contains a description of the essential tool kit of a nanotechnologist. Targeted at researchers and product development teams, this book serves as a quick reference and a guide in the selection of nanotechnology experimental research tools.
Printio Natural selection Printio Natural selection Новинка

Printio Natural selection

890 руб.
Футболка классическая — цвет: БЕЛЫЙ, пол: МУЖ, качество: ЭКОНОМ.
Cass Kiera The Selection Cass Kiera The Selection Новинка

Cass Kiera The Selection

1078 руб.
Thirty-five beautiful girls. Thirty-five beautiful rivals...It's the chance of a lifetime and 17-year-old America Singer should feel lucky. She has been chosen for The Selection, a reality TV lottery in which the special few compete for gorgeous Prince Maxon's love. Swept up in a world of elaborate gowns, glittering jewels and decadent feasts, America is living a new and glamorous life. And the prince takes a special interest in her, much to the outrage of the others. Rivalry within The Selection is fierce and not all of the girls are prepared to play by the rules. But what they don't know is that America has a secret - one which could throw the whole competition...and change her life forever.
Magnum Contact Sheets Magnum Contact Sheets Новинка

Magnum Contact Sheets

5790 руб.
Available for the first time in an accessible paperback edition, this groundbreaking book presents a remarkable selection of contact sheets and ancillary material,...
Selected Poems Selected Poems Новинка

Selected Poems

1120 руб.
The present selection traces the development of Yeats' fully annotated verse, encompassing the poet's interest in Irish folklore and national identity, his...
Ryzhov Ilya O. Optimal Learning Ryzhov Ilya O. Optimal Learning Новинка

Ryzhov Ilya O. Optimal Learning

10289.8 руб.
Learn the science of collecting information to make effective decisions Everyday decisions are made without the benefit of accurate information. Optimal Learning develops the needed principles for gathering information to make decisions, especially when collecting information is time-consuming and expensive. Designed for readers with an elementary background in probability and statistics, the book presents effective and practical policies illustrated in a wide range of applications, from energy, homeland security, and transportation to engineering, health, and business. This book covers the fundamental dimensions of a learning problem and presents a simple method for testing and comparing policies for learning. Special attention is given to the knowledge gradient policy and its use with a wide range of belief models, including lookup table and parametric and for online and offline problems. Three sections develop ideas with increasing levels of sophistication: Fundamentals explores fundamental topics, including adaptive learning, ranking and selection, the knowledge gradient, and bandit problems Extensions and Applications features coverage of linear belief models, subset selection models, scalar function optimization, optimal bidding, and stopping problems Advanced Topics explores complex methods including simulation optimization, active learning in mathematical programming, and optimal continuous measurements Each chapter identifies a specific learning problem, presents the related, practical algorithms for implementation, and concludes with numerous exercises. A related website features additional applications and downloadable software, including MATLAB and the Optimal Learning Calculator, a spreadsheet-based package that provides an introduc­tion to learning and a variety of policies for learning.
Printio Natural selection Printio Natural selection Новинка

Printio Natural selection

776 руб.
Майка классическая — цвет: БЕЛЫЙ, пол: ЖЕН.
Printio Natural selection Printio Natural selection Новинка

Printio Natural selection

912 руб.
Майка классическая — цвет: БЕЛЫЙ, пол: МУЖ.
Printio Natural selection Printio Natural selection Новинка

Printio Natural selection

1074 руб.
Футболка Wearcraft Premium — цвет: БЕЛЫЙ, пол: ЖЕН.

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A comprehensive examination of high-dimensional analysis of multivariate methods and their real-world applications Multivariate Statistics: High-Dimensional and Large-Sample Approximations is the first book of its kind to explore how classical multivariate methods can be revised and used in place of conventional statistical tools. Written by prominent researchers in the field, the book focuses on high-dimensional and large-scale approximations and details the many basic multivariate methods used to achieve high levels of accuracy. The authors begin with a fundamental presentation of the basic tools and exact distributional results of multivariate statistics, and, in addition, the derivations of most distributional results are provided. Statistical methods for high-dimensional data, such as curve data, spectra, images, and DNA microarrays, are discussed. Bootstrap approximations from a methodological point of view, theoretical accuracies in MANOVA tests, and model selection criteria are also presented. Subsequent chapters feature additional topical coverage including: High-dimensional approximations of various statistics High-dimensional statistical methods Approximations with computable error bound Selection of variables based on model selection approach Statistics with error bounds and their appearance in discriminant analysis, growth curve models, generalized linear models, profile analysis, and multiple comparison Each chapter provides real-world applications and thorough analyses of the real data. In addition, approximation formulas found throughout the book are a useful tool for both practical and theoretical statisticians, and basic results on exact distributions in multivariate analysis are included in a comprehensive, yet accessible, format. Multivariate Statistics is an excellent book for courses on probability theory in statistics at the graduate level. It is also an essential reference for both practical and theoretical statisticians who are interested in multivariate analysis and who would benefit from learning the applications of analytical probabilistic methods in statistics.
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