01455nam a2200277 a 4500 vtls000092423 KUKTEM 20251125103304.0 151201t2015 flua f 001 0 eng d 9781466583283 (hbk.) 201602181146 aida 201512011511 faiz UMP Q325.5 .M37 2015 Marsland, Stephen Machine learning : an algorithmic perspective / Stephen Marsland 2nd ed. Boca Raton, FL : CRC Press, c2015 xx, 437 p. : ill. ; 25 cm. Chapman & Hall/CRC machine learning & pattern recognition series 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 0 0 0 0 20000 20000 2019-09-04 315.86 9 7 Q325.5 .M37 2015 0000107341 2022-11-14 00:00:00 2022-07-04 1 315.86 2019-09-04 OPEN VIRTUA40 84009 84015 VTLSSORT0080*0200*0400*0900*1000*2450*2500*2600*3000*4900*5040*5050*6500*6501*9992 9