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Clustering performance was assessed using the normalized mutual information and unsupervised clustering accuracy metrics. Performing, ICA BSS after the initial matrix factorization step provided the maximum clustering performance in four out of six datasets (COIL100, CMU-PIE, MNIST, and REUTERS-10K).
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