Loading, please wait...

product description page

Introduction to Machine Learning (Reprint) (Paperback) (Miroslav Kubat)

Introduction to Machine Learning (Reprint) (Paperback) (Miroslav Kubat) - image 1 of 1

About this item

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.

Edition: Reprint
Number of Pages: 304
Genre: Computers + Internet
Format: Paperback
Publisher: Springer Verlag
Author: Miroslav Kubat
Language: English
Street Date: November 4, 2016
TCIN: 51969368
UPC: 9783319348865
Item Number (DPCI): 248-37-6316
If the item details above aren’t accurate or complete, we want to know about it. Report incorrect product info.

Guest reviews

Prices, promotions, styles and availability may vary by store & online. See our price match guarantee. See how a store is chosen for you.