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Abdallah Bashir Musa. A comparison of ℓ1-regularizion, PCA, KPCA and ICA for dimensionality reduction in logistic regression. Int. J. Machine Learning & Cybernetics, 5(6):861-873, 2014. [doi]
Abstract is missing.