Evaluating Learning Algorithms: A Classification Perspective Mohak Shah » holypet.ru

This is truly a book to be savoured by machine learning professionals, and required reading for Ph.D students." Peter A. Flach, University of Bristol "This book has the merit of organizing most of the material about the evaluation of learning algorithms into a homogeneous description, covering both theoretical aspects and pragmatic issues. It focuses especially on algorithms for classification problems, but many of the discussions on specific arguments are broad enough to cover a wide range of learning problems. The book starts by illustrating a typical case study where a number of learning algorithms need to be evaluated on some datasets.

Jan 17, 2011 · The field of machine learning has matured to the point where many sophisticated learning approaches can be applied to practical applications. Thus it is of critical importance that researchers have the proper tools to evaluate learning approaches and understand the underlying issues. This book examines various aspects of the evaluation process with an emphasis on classification algorithms. Evaluating Learning Algorithms: A Classification Perspective / Nathalie Japkowicz, Mohak Shah. p. cm. Includes bibliographical references. ISBN 978-0-521-19600-0 1. Machine learning. 2. Computer algorithms – Evaluation. I. Shah, Mohak. II. Title. Q325.5.J37 2011 006.3 1–dc22 2010048733 ISBN 978-0-521-19600-0 Hardback. Evaluating Learning Algorithms: A Classification Perspective / Nathalie Japkowicz, Mohak Shah. p. cm. Includes bibliographical references. ISBN 978-0-521-19600-0 1. A simple and intuitive mesure for multicriteria evaluation of classification algorithms. In Proceedings of the ECML 2000 Workshop on Meta-Learning: Building Automatic Advice Strategies for Model Selection and Method Combination, pp. 87–96. Springer, Berlin, 2000.

Evaluating Learning Algorithms A Classification Perspective NATHALIE JAPKOWICZ University of Ottawa MOHAK SHAH McGill University m. CAMBRIDGE UNIVERSITY PRESS. Contents Preface page xi. 8.4 Insights from Statistical Learning Theory 323 8.5 Other Developments 329 8.6 Summary 330 Appendix: Proof of Theorems 8.1 and 8.2 330. Mohak Shah is the author of Evaluating Learning Algorithms 4.00 avg rating, 7 ratings, 1 review, published 2011. Publisher description for Evaluating Learning Algorithms: A Classification Perspective / Nathalie Japkowicz, Mohak Shah. Thus it is of critical importance that researchers have the proper tools to evaluate learning approaches and understand the underlying issues.

As a machine learning and AI scientist, Mohak has developed novel technologies with high impact business applications. He is the author of "Evaluating Learning Algorithms: A Classification Perspective" Cambridge, and has published more than 45 research articles, in top conferences and journals in the analytics space, and patented technologies. Aimed at researchers in the theory and applications of machine learning, this book offers a solid basis for conducting performance evaluations of algorithms in practical settings. descargar Evaluating learning algorithms. a classification perspective libro online completo pdf!

Manual of Neurosonology
Interchange Level 2 Video Resource Book (Interchange Fourth Edition) Jack C. Richards
Ventures Level 3 Presentation Plus K. Lynn Savage
Non-abelian Fundamental Groups and Iwasawa Theory (London Mathematical Society Lecture Note Series)
Plato's Cosmology and its Ethical Dimensions Gabriela Roxana Carone
Food, Sacrifice, and Sagehood in Early China Roel Sterckx
The Politics of Property Rights Institutions in Africa Ato Kwamena Onoma
Uncover Level 4 Teacher's Book Kasia McNabb
Final Draft Level 1 Student's Book with Online Writing Pack
Bona Fide Purchase of Goods: The Position and Rights of a Bona Fide Purchaser for Value of Goods Improperly Obtained J. Walter Jones
Guess What! Level 6 Grammar Practice Book British English Susannah Reed
Collected Essays (Cambridge Library Collection - Philosophy) (Volume 6) Thomas Henry Huxley
Western Himalaya and Tibet: A Narrative of a Journey through the Mountains of Northern India, during the Years 1847-8 (Cambridge Library Collection - Travel and Exploration in Asia) Thomas Thomson
Cartularium Saxonicum: A Collection of Charters Relating to Anglo-Saxon History (Cambridge Library Collection - Medieval History) (Volume 1)
The Felonry of New South Wales: Being a Faithful Picture of the Real Romance of Life in Botany Bay (Cambridge Library Collection - History of Oceania) James Mudie
The Minerals of New South Wales, etc. (Cambridge Library Collection - Earth Science) Archibald Liversidge
A Treatise on the Industry of Nations: Or, The Principles of National Economy and Taxation (Cambridge Library Collection - British and Irish History, 19th Century) Joseph Salway Eisdell
Darwin, and after Darwin 3 Volume Set: An Exposition of the Darwinian Theory and Discussion of Post-Darwinian Questions (Cambridge Library Collection - Life Sciences) GEORGE JOHN ROMANES
Recollections of a Long Life (Cambridge Library Collection - Literary Studies)
A Hand-Book for Travellers in Spain, and Readers at Home: Describing the Country and Cities, the Natives and their Manners (Cambridge Library Collection - Travel, Europe) (Volume 1) Richard Ford
Memorials of Sir C. J. F. Bunbury, Bart (Cambridge Library Collection - Botany and Horticulture) (Volume 1)
From Cyprus to Zanzibar by the Egyptian Delta: The Adventures of a Journalist in the Isle of Love, the Home of Miracles, and the Land of Cloves (Cambridge Library Collection - African Studies) Edward Henry Vizetelly
Icones Plantarum: Or, Figures, with Brief Descriptive Characters and Remarks of New or Rare Plants, Selected from the Author's Herbarium (Cambridge Library Collection - Botany and Horticulture) William Jackson Hooker
Account of the Kingdom of Caubul, and its Dependencies in Persia, Tartary, and India: Comprising a View of the Afghaun Nation, and a History of the ... - Travel, Middle East and Asia Minor) Mountstuart Elphinstone
Tutira: The Story of a New Zealand Sheep Station (Cambridge Library Collection - Earth Science) H. Guthrie-Smith
The Birds of Siberia: A Record of a Naturalist's Visits to the Valleys of the Petchora and Yenesei (Cambridge Library Collection - Zoology) Henry Seebohm
Cartulaire de l'Abbaye de Saint-Étienne de Baigne, en Saintonge (Cambridge Library Collection - Medieval History) (Latin Edition)
Collected Essays (Cambridge Library Collection - Philosophy) (Volume 7) Thomas Henry Huxley
Flora Medica: A Botanical Account of All the More Important Plants Used in Medicine, in Different Parts of the World (Cambridge Library Collection - Botany and Horticulture) John Lindley
Catalogue of the Special Loan Collection of Scientific Apparatus at the South Kensington Museum 1876 (Cambridge Library Collection - Technology) (Volume 1) Anon Anon
New Zealand: Being a Narrative of Travels and Adventures during a Residence in that Country between the Years 1831 and 1837 (Cambridge Library Collection - History of Oceania) J. S. Polack
Savage Life and Scenes in Australia and New Zealand: Being an Artist's Impressions of Countries and People at the Antipodes (Cambridge Library Collection - History of Oceania) George French Angas
Thomas Carlyle (Cambridge Library Collection - Literary Studies) Moncure Daniel Conway
Tavern Anecdotes and Sayings: Including the Origin of Signs, and Reminiscences Connected with Taverns, Coffee-houses, Clubs, etc. (Cambridge Library ... - British and Irish History, 19th Century)
The Great Frozen Sea: A Personal Narrative of the Voyage of the Alert during the Arctic Expedition of 1875-6 (Cambridge Library Collection - Polar Exploration) Albert Hastings Markham
Unknown Mexico 2 Volume Paperback Set: A Record of Five Years' Exploration among the Tribes of the Western Sierra Madre (Cambridge Library Collection - Travel and Exploration) Carl Lumholtz
On the Extent and Aims of a National Museum of Natural History: Including the Substance of a Discourse on that Subject, Delivered at the Royal ... 1861 (Cambridge Library Collection - Zoology) Richard Owen
I libri commemoriali della Republica di Venezia: Regestri (Cambridge Library Collection - Medieval History) (Volume 5) (Italian Edition)
Fauna Boreali-Americana; or, The Zoology of the Northern Parts of British America: Containing Descriptions of the Objects of Natural History Collected ... Library Collection - Zoology) (Volume 1)
Apocrypha Arabica (Cambridge Library Collection - Biblical Studies)
/
sitemap 0
sitemap 1
sitemap 2
sitemap 3
sitemap 4
sitemap 5
sitemap 6
sitemap 7
sitemap 8
sitemap 9
sitemap 10
sitemap 11
sitemap 12
sitemap 13