000			01215cam a2200229 i 4500
005			20220518154635.0
008			150407s2015 flua b 001 0 eng
020			_a9781466583283 (hbk)
020			_a1466583282 (hbk)
041			_aeng
082			_a004.85 _bMAR
100	1		_aMarsland, Stephen. _92556
245	1	0	_aMachine learning : _ban algorithmic perspective / _cStephen Marsland.
250			_aSecond edition.
300			_axx, 437 pages :
490	0		_aChapman & Hall/CRC machine learning & pattern recognition series
500			_a"A Chapman & Hall book."
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. _92557
650		0	_aAlgorithms. _976
942			_cBK
999			_c241395 _d241395