The Elements of Statistical Learning
by Trevor Hastie, Robert Tibshirani, Jerome Friedman
Supervised learning (Machine learning)Database managementArtificial Intelligence (incl. Robotics)StatisticsArtificial intelligence
4.4
Open LibraryAbout this book
Describes important statistical ideas in machine learning, data mining, and bioinformatics. Covers a broad range, from supervised learning (prediction), to unsupervised learning, including classification trees, neural networks, and support vector machines.
Themes & subjects
Supervised learning (Machine learning)Database managementArtificial Intelligence (incl. Robotics)StatisticsArtificial intelligenceBiology
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