- Belo Horizonte, MG - Brazil
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SVMTuningByDifferentialEvolution
SVMTuningByDifferentialEvolution PublicSVM's cost and kernel function's width definition using an approach based on a differential evolution algorithm to maximize test set's AUC
R 1
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college-assignments-GaussiansMixture
college-assignments-GaussiansMixture PublicGaussian mixture for data modelling and classification applied to spirals problem. Include parametric functions for K-Means clustering, pdf measurement and classification.
R
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college-assignments-PCA
college-assignments-PCA PublicPrincipal Component Analysis implementation and classification efficiency comparison using SVM
R
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college-assignments-SVMandKDE
college-assignments-SVMandKDE PublicManual implementation of Kernel Density Estimator for classification efficiency comparison with a SVM model.
R
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EvolutionaryComputing
EvolutionaryComputing Public"N-Queens" and "Backpack Value Maximization" problems solved by permutation and binary coding and optimization by genetic algorithms. It also contain a differential evolution algorithm for spatial …
MATLAB 1
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