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The efficient cross-validation of principal components applied to principal component regression

✍ Scribed by Bart Mertens; Tom Fearn; Michael Thompson


Publisher
Springer US
Year
1995
Tongue
English
Weight
752 KB
Volume
5
Category
Article
ISSN
0960-3174

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## Ε½ . Ε½ . The application of a genetic algorithm GA to the selection of principal components PCs is proposed as an efficient method to determine the optimal multivariate regression model. This stochastic method was compared with other determinis-Ε½ . tic methods such as: exhaustive search here tak