Kniha Introduction to Machine Learning Miroslav Kubat

Introduction to Machine Learning

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 120
This book presents basic ideas of machine learning in a way that is easy to understand, by providing...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2016
Stránek
291
EAN
9783319348865
ISBN
3319348868
Enbook ID
15193290
Hmotnost
4686
Rozměry
155 x 235 x 15

Kompletní popis

This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of interesting applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, neural networks, and support vector machines. Later chapters show how to combine these simple tools by way of "boosting," how to exploit them in more complicated domains, and how to deal with diverse advanced practical issues. One chapter is dedicated to the popular genetic algorithms.

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