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Computational intelligence projects (Datasets - Iris, MNIST):

1. Multi-class Classification:

  • PCA with Support Vector Classifier
  • PCA with K-Nearest Neighbors
  • PCA with Nearest Class Centroid

2. Dimensionality reduction :

  • KPCA + LDA with Support Vector Classifier
  • KPCA + LDA with K-Nearest Neighbors
  • KPCA + LDA with Nearest Class Centroid

3. Clustering :

  • LLE + Spectral Clustering
  • Data visualization (Clusters' centers - Voronoi regions)

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