000			01163nam a22002297a 4500
001			sulb0072775
003			BD-SySUS
005			20190924144943.0
008			190924s2014 maua b 001 0 eng d
020			_a9780262028189 (hardcover)
020			_a0262028182 (hardcover)
040			_aDLC _beng _cDLC _erda _dBD-SySUS
082	0	0	_a006.31 _222 _bALI
100	1		_aAlpaydin, Ethem, _eauthor. _923388
245	1	0	_aIntroduction to machine learning / _cEthem Alpaydin.
250			_aThird edition.
300			_axxii, 613 pages : _billustrations ; _c24 cm.
504			_aIncludes bibliographical references (page 203) and index.
505	0		_aIntroduction -- 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.
650		0	_aMachine learning. _932148
942			_2ddc _cBK
999			_c74230 _d74230