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

By Miroslav Kubat

This publication provides simple principles of computer studying in a fashion that's effortless to appreciate, through supplying hands-on functional suggestion, utilizing basic examples, and motivating scholars with discussions of attention-grabbing purposes. the most themes contain Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, determination timber, neural networks, and aid vector machines. Later chapters exhibit the best way to mix those easy instruments when it comes to “boosting,” the right way to make the most them in additional complex domain names, and the way to accommodate assorted complicated functional concerns. 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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