000			01599cam a22003255a 4500
001			18556845
005			20201128021336.0
008			150407t2015 flua frb 001 0 eng d
020			_a9781466583283 (hbk)
020			_a1466583282 (hbk)
040			_aDLC _beng _cDLC _dEG-ScBUE
050	0	0	_aQ325.5 _b.M368 2015
082	0	4	_222 _a006.31 _bMAR
100	1		_aMarsland, Stephen. _938292
245	1	0	_aMachine learning : _ban algorithmic perspective / _cStephen Marsland.
250			_a2nd ed.
260			_aBoca Raton : _bCRC Press / Taylor & Francis Group, _cc.2015.
300			_axx, 437 p. : _bill. ; _c25 cm.
490	0		_aChapman & Hall/CRC machine learning & pattern recognition series
500			_a"A Chapman & Hall book."
500			_aIndex : p. 431-437.
504			_aIncludes bibliographical references.
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		7	_aMachine learning. _2BUEsh _92922
650		7	_aComputer algorithms. _2BUEsh _910553
651			_2BUEsh
653			_bCOMSCI _cJune2015 _cAugust2015
655			_vreading book _934232
942			_2ddc
999			_c19887 _d19859