TY  - BOOK
AU  - Alpaydin,Ethem
TI  - Introduction to machine learning
SN  - 9780262028189 (hardcover)
U1  - 006.31 22
KW  - Machine learning
N1  - Includes bibliographical references (page 203) and index; 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 -- Hidden markov models -- Bayesian estimation -- Combining multiple learners -- Reinforcement learning -- Design and analysis of machine learning experiments
ER  -