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By Miroslav Kubat

This booklet offers simple rules of desktop studying in a manner that's effortless to appreciate, via offering hands-on functional recommendation, utilizing basic examples, and motivating scholars with discussions of attention-grabbing purposes. the most subject matters comprise Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, choice bushes, neural networks, and aid vector machines. Later chapters convey tips to mix those easy instruments when it comes to “boosting,” find out how to take advantage of them in additional complex domain names, and the way to house 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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