Download e-book for kindle: An Introduction to Machine Learning by Miroslav Kubat

By Miroslav Kubat

ISBN-10: 3319200097

ISBN-13: 9783319200095

This publication provides simple rules of computer studying in a fashion that's effortless to appreciate, by way of supplying hands-on sensible recommendation, utilizing basic examples, and motivating scholars with discussions of attention-grabbing functions. the most themes contain Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, choice bushes, neural networks, and aid vector machines. Later chapters express how you can mix those easy instruments in terms of “boosting,” tips to make the most them in additional complex domain names, and the way to house diversified complicated sensible matters. One bankruptcy is devoted to the preferred genetic algorithms.

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An Introduction to Machine Learning by Miroslav Kubat

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