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1. SVMTuningByDifferentialEvolution SVMTuningByDifferentialEvolution Public

   SVM'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

2. college-assignments-GaussiansMixture college-assignments-GaussiansMixture Public

   Gaussian mixture for data modelling and classification applied to spirals problem. Include parametric functions for K-Means clustering, pdf measurement and classification.

   R

3. college-assignments-PCA college-assignments-PCA Public

   Principal Component Analysis implementation and classification efficiency comparison using SVM

   R

4. college-assignments-SVMandKDE college-assignments-SVMandKDE Public

   Manual implementation of Kernel Density Estimator for classification efficiency comparison with a SVM model.

   R

5. 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

6. ANFIS ANFIS Public

   Adaptative Neuro Fuzzy Inference Systems

   MATLAB 2 1