000			01455nam a2200277 a 4500
001			vtls000092423
003			KUKTEM
005			20251125103304.0
008			151201t2015 flua f 001 0 eng d
020			_a9781466583283 (hbk.)
039		9	_a201602181146 _baida _y201512011511 _zfaiz
040			_aUMP
090			_aQ325.5 .M37 2015
100	1		_aMarsland, Stephen
245	1	0	_aMachine learning : _ban algorithmic perspective / _cStephen Marsland
250			_a2nd ed.
260			_aBoca Raton, FL : _bCRC Press, _cc2015
300			_axx, 437 p. : _bill. ; _c25 cm.
490	0		_aChapman & Hall/CRC machine learning & pattern recognition series
504			_aIncludes bibliographical references and index
505	0		_aIntroduction -- Preliminaries -- Neurons, neural networks, and linear discriminants -- The multi-layer perceptron -- Radial basis functions and splines -- Dimensionality reduction -- Probabilistic learning -- Support vector machines -- Optimisation and search -- Evolutionary learning -- Reinforcement learning -- Learning with trees -- Decision by committee: ensemble learning -- Unsupervised learning -- Markov chain Monte Carlo (MCMC) methods -- Graphical models -- Symmetric weights and deep belief networks -- Gaussian processes -- Python
650		0	_aMachine learning
650		0	_aAlgorithms
999			_aVIRTUA40 _c84009 _d84015
999			_aVTLSSORT0080*0200*0400*0900*1000*2450*2500*2600*3000*4900*5040*5050*6500*6501*9992
942	0	0	_09