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Añadir al carritoHardcover. Condición: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.53.
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Añadir al carritoPaperback. Condición: Brand New. 344 pages. 9.25x6.10x0.77 inches. In Stock.
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Publicado por Springer International Publishing, 2023
ISBN 10: 3031066510 ISBN 13: 9783031066511
Idioma: Inglés
Librería: AHA-BUCH GmbH, Einbeck, Alemania
EUR 181,89
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Añadir al carritoTaschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book is about conformal prediction, an approach to prediction that originated in machine learning in the late 1990s. The main feature of conformal prediction is the principled treatment of the reliability of predictions. The prediction algorithms described-conformal predictors-are provably valid in the sense that they evaluate the reliability of their own predictions in a way that is neither over-pessimistic nor over-optimistic (the latter being especially dangerous). The approach is still flexible enough to incorporate most of the existing powerful methods of machine learning. The book covers both key conformal predictors and the mathematical analysis of their properties.Algorithmic Learning in a Random Worldcontains, in addition to proofs of validity, results about the efficiency of conformal predictors. The only assumption required for validity is that of 'randomness' (the prediction algorithm is presented with independent and identically distributed examples); in later chapters, even the assumption of randomness is significantly relaxed. Interesting results about efficiency are established both under randomness and under stronger assumptions.Since publication of the First Edition in 2005 conformal prediction has found numerous applications in medicine and industry, and is becoming a popular machine-learning technique. This Second Edition contains three new chapters. One is about conformal predictive distributions, which are more informative than the set predictions produced by standard conformal predictors. Another is about the efficiency of ways of testing the assumption of randomness based on conformal prediction. The third new chapter harnesses conformal testing procedures for protecting machine-learning algorithms against changes in the distribution of the data. In addition, the existing chapters have been revised, updated, and expanded.
Publicado por Springer International Publishing, 2022
ISBN 10: 3031066480 ISBN 13: 9783031066481
Idioma: Inglés
Librería: AHA-BUCH GmbH, Einbeck, Alemania
EUR 181,89
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Añadir al carritoBuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book is about conformal prediction, an approach to prediction that originated in machine learning in the late 1990s. The main feature of conformal prediction is the principled treatment of the reliability of predictions. The prediction algorithms described-conformal predictors-are provably valid in the sense that they evaluate the reliability of their own predictions in a way that is neither over-pessimistic nor over-optimistic (the latter being especially dangerous). The approach is still flexible enough to incorporate most of the existing powerful methods of machine learning. The book covers both key conformal predictors and the mathematical analysis of their properties.Algorithmic Learning in a Random Worldcontains, in addition to proofs of validity, results about the efficiency of conformal predictors. The only assumption required for validity is that of 'randomness' (the prediction algorithm is presented with independent and identically distributed examples); in later chapters, even the assumption of randomness is significantly relaxed. Interesting results about efficiency are established both under randomness and under stronger assumptions.Since publication of the First Edition in 2005 conformal prediction has found numerous applications in medicine and industry, and is becoming a popular machine-learning technique. This Second Edition contains three new chapters. One is about conformal predictive distributions, which are more informative than the set predictions produced by standard conformal predictors. Another is about the efficiency of ways of testing the assumption of randomness based on conformal prediction. The third new chapter harnesses conformal testing procedures for protecting machine-learning algorithms against changes in the distribution of the data. In addition, the existing chapters have been revised, updated, and expanded.
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
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Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
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Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
EUR 196,01
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Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
EUR 197,91
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Añadir al carritoCondición: As New. Unread book in perfect condition.
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
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Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
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Librería: California Books, Miami, FL, Estados Unidos de America
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Librería: California Books, Miami, FL, Estados Unidos de America
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Añadir al carritoCondición: New. 2nd ed. 2022 edition NO-PA16APR2015-KAP.
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Añadir al carritoCondición: New. About conformal prediction, which is a valuable new method of machine learningConformal predictors are among the most accurate methods of machine learning, and unlike other state-of-the-art methods, they provide information about their own accurac.
Librería: Lucky's Textbooks, Dallas, TX, Estados Unidos de America
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Librería: SecondSale, Montgomery, IL, Estados Unidos de America
EUR 222,91
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Añadir al carritoCondición: Very Good. Item in very good condition! Textbooks may not include supplemental items i.e. CDs, access codes etc.
EUR 260,56
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Añadir al carritoPaperback. Condición: Brand New. 344 pages. 9.25x6.10x0.77 inches. In Stock.
Publicado por Springer-Nature New York Inc, 2023
ISBN 10: 3031066510 ISBN 13: 9783031066511
Idioma: Inglés
Librería: Revaluation Books, Exeter, Reino Unido
EUR 276,16
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Añadir al carritoPaperback. Condición: Brand New. 2nd edition. 502 pages. 9.25x6.10x1.01 inches. In Stock.