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A-Raafat/Classifiers-and-MNIST-Data

Extracting features using PCA, DCT, Centroid features and Auto encoder of 1 hidden-layer then classifying using K-means, GMM, SVM

Classifiers-and-MNIST-Data

Extracting features using PCA, DCT, Centroid features and Auto encoder of 1 hidden-layer then classifying the data using K-means (1, 2, 4, 8, 16 clusters for each cluster), GMM(1, 2), SVM (linear and non linear)

Finally we compare all classifiers and their accuracy in a table

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Jupyter Notebook100.0%

Contributors

Created April 16, 2018
Updated October 13, 2021