01248cam a22002655a 4500 18083265 20201128023918.0 140327t2014 ii a frb 001 0 eng d 2014007214 9788120350786 (hardcover) DLC eng DLC EG-ScBUE 006.31 ALP 22 Alpaydin, Ethem. Introduction to machine learning / Ethem Alpaydin. 3rd ed., Eastern economy ed. Delhi : PHI Learing Private Limited, c.2014. xxii, 613 p. : ill. ; 24 cm. Index : p. 605-613. Includes bibliographical references. 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. Machine learning. BUEsh 2922 BUEsh ENGELC October2016 ddc 22720 22692 0 0 ddc 0 0 Academic MAIN MAIN LOW 2016-10-19 Purchase 240.00 9155 4 57 006.31 ALP 000034161 2025-07-15 00:00:00 2024-10-08 300.00 BB