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Tipo: materialTypeLabelLibro - General
Ubicación Física: 006.31 / A456

Introduction to machine learning /

Autor: Alpaydin, Ethem.
Pié de imprenta: Massachusetts : : The Mit Press, 2010.
Edición: 2a. ed.
Descripción: 537 p.
ISBN: 9780262012430.
Tema(s):
Contenido: Introduction. Supervised learning. Bayesian decision theory. Parametric methods. Dimensionality reduction. Clustering. Nonparametric methods. Decision trees. Linear discrimination. Multilayer perceptions. Local models. Kernel machines. Bayesian estimation. Hidden Markov models. Graphical models. Combining multiple learners. Reinforcement learning. Design and analysis of machine learning experiments. Probability.

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Item type Current location Collection Call number Copy number Status Date due Barcode
Libro - General Libro - General Biblioteca UCATOLICA
Carrera 13
Colección General 006.31 / A456 (Browse shelf) Ej. 1 Available (Acceso Libre) 49363
Libro - General Libro - General Biblioteca UCATOLICA
Carrera 13
Colección General 006.31 / A456 (Browse shelf) Ej. 2 Available (Acceso Libre) 49364

Introduction. Supervised learning. Bayesian decision theory. Parametric methods. Dimensionality reduction. Clustering. Nonparametric methods. Decision trees. Linear discrimination. Multilayer perceptions. Local models. Kernel machines. Bayesian estimation. Hidden Markov models. Graphical models. Combining multiple learners. Reinforcement learning. Design and analysis of machine learning experiments. Probability.

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