Name: Machine Learning
Price: 80.75 EUR
Availability: InStock
Author: Flach, Peter
ISBN: 9781107422223

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Type

Physical Book

Author

Peter Flach

Publisher

Cambridge University Press

Year

2012

Language

English

Pages

409

Format

Paperback

Dimensions

24.4 x 18.5 x 2.3 cm

Weight

1.02 kg.

ISBN13

9781107422223

Edition No.

Synopsis "Machine Learning "

As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustrations throughout. He covers a wide range of logical, geometric and statistical models and state-of-the-art topics such as matrix factorisation and ROC analysis. Particular attention is paid to the central role played by features. The use of established terminology is balanced with the introduction of new and useful concepts, and summaries of relevant background material are provided with pointers for revision if necessary. These features ensure Machine Learning will set a new standard as an introductory textbook.

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Machine Learning - Flach, Peter

Synopsis "Machine Learning "

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