000			01248cam a22002655a 4500
001			18083265
005			20201128023918.0
008			140327t2014 ii a frb 001 0 eng d
010			_a 2014007214
020			_a9788120350786 (hardcover)
040			_aDLC _beng _cDLC _dEG-ScBUE
082	0	4	_a006.31 _bALP _222
100	1		_aAlpaydin, Ethem.
245	1	0	_aIntroduction to machine learning / _cEthem Alpaydin.
250			_a3rd ed., Eastern economy ed.
260			_aDelhi : _bPHI Learing Private Limited, _cc.2014.
300			_axxii, 613 p. : _bill. ; _c24 cm.
500			_aIndex : p. 605-613.
504			_aIncludes bibliographical references.
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		7	_aMachine learning. _2BUEsh _92922
651			_2BUEsh
653			_bENGELC _cOctober2016
942			_2ddc
999			_c22720 _d22692