Machine learning : an algorithmic perspective /
Stephen Marsland.
Bok Engelsk 2015
| Omfang | xx, 437 sider : : illustrasjoner ;
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|---|---|
| Utgave | Second edition.
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| Opplysninger | "A Chapman & Hall book.". - 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.
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| Emner | |
| Dewey | |
| ISBN | 1466583282 (hbk). - 1466583282. - 9781466583283 (hbk). - 9781466583283
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