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Machine learning : an algorithmic perspective /
| Autor principal: | |
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| Formato: | Libro |
| Lenguaje: | English |
| Publicado: |
Boca Raton :
CRC Press,
c2009.
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| Colección: | Chapman & Hall/CRC machine learning & pattern recognition series.
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| Materias: | |
| Acceso en línea: | Tabla de contenido |
Tabla de Contenidos:
- Introduction. Linear discriminants. The multi-layer perceptron. Radial basis functions and splines. Support vector machines. Learning with trees. Decision by committee: essemble learning. Probability and learning. Unsupervised learning. Dimensionality reduction. Optimisation and search. Evolutionary learning. Reinforcement learning. Markov chain Monte Carlo (MCMC) methods. Graphical models. Python.