Machine Learning
The Art and Science of Algorithms that Make Sense of Data
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 attent…
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Produktdetails
- ISBN: 978-1-139-57541-6
- EAN: 9781139575416
- Produktnummer: 14484276
- Verlag: Cambridge University Press
- Sprache: Englisch
- Erscheinungsjahr: 2012
- Seitenangabe: 0 S.
- Plattform: PDF
- Masse: 9'660 KB
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