Abstract:The paper presents some results of the attempt on applying a PCA-based classifier for solving problem of morphological classification of galaxies according to the Hubble scheme.A variant of the PCA based classification method [1] is adapted for solving the problem of galaxy image clustering. The performed tests pointed out that the first 24 principal components contain enough information to assure proper resizing for galaxy classification purposes [2]. The skeletons composed from the first principal components… Show more
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