01836cam a2200373 i 4500 0 0 ddc 0 0 DATA MES MES COMP 2022-11-01 55 971.25 0 006.31 MAR/M 41835 2022-11-01 00:00:00 1295.00 2022-11-01 BK GL33R2 41668 41668 18556845 OSt 20221031140837.0 150407s2015 flua b 001 0 eng 2014434325 2015302878 9781466583283 (hbk) 1466583282 (hbk) DLC eng rda DLC pcc Q325.5 .M368 2015 006.31 MAR/M Marsland, Stephen 9188 Machine learning : an algorithmic perspective / Stephen Marsland. Second edition. Boca Raton : CRC Press, [2015] xx, 437 pages : illustrations ; 25 cm. text txt rdacontent unmediated n rdamedia volume nc rdacarrier Chapman & Hall/CRC machine learning & pattern recognition series "A Chapman & Hall book." Includes bibliographical references and index. Introduction -- 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. Machine learning. Algorithms. 7 cbc origres 2 ncip 20 y-gencatlg ddc BK 006.31 MAR/M 006.31 MAR/M