Aprendizado multi-objetivo deredes RBF e de Máquinas de kernel

=== As known from statistical learning theory, the training error and complexity of a model must be simultaneously minimized and yet certainly balanced for a valid generalization. Modern learning algorithms, such as support vector machines, achieve this goal by means of regularization and kernel me...

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Bibliographic Details
Main Author: Illya Kokshenev
Other Authors: Antonio de Padua Braga
Format: Others
Language:Portuguese
Published: Universidade Federal de Minas Gerais 2010
Online Access:http://hdl.handle.net/1843/BUOS-8CCHNX