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An Introduction to Machine Learning - MaRDI portal

An Introduction to Machine Learning

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DOI10.1007/978-3-319-63913-0zbMath1375.68001OpenAlexW4244921287MaRDI QIDQ4596691

Miroslav Kubat

Publication date: 4 December 2017

Full work available at URL: https://doi.org/10.1007/978-3-319-63913-0

zbMATH Keywords

neural networks computational learning theory artificial intelligence genetic algorithms performance evaluation reinforcement learning data mining unsupervised learning decision trees machine learning nearest neighbor classifier boosting statistical learning deep learning Bayesian classifiers imbalanced representation linear and polynomial classifiers time-varying classes

Mathematics Subject Classification ID

Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science (68-01) Learning and adaptive systems in artificial intelligence (68T05)

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