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Introduction to machine learning. Third Edition
Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonparametric methods -- Decision trees -- Linear discrimination -- Multilayer perceptrons -- Local models -- Kernel machines -- Graphical models -- Brief contents -- Hidden markov models -- Bayesian estimation -- Combining multiple learners …
- Edition
- Third Edition
- ISBN/ISSN
- 9780262028189
- Collation
- 619 p. ; 25 cm.
- Series Title
- -
- Call Number
- 006.31 Alp i
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