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Fig. 3 | BMC Genomics

Fig. 3

From: ML-DSP: Machine Learning with Digital Signal Processing for ultrafast, accurate, and scalable genome classification at all taxonomic levels

Fig. 3

MoDMap of 3740 full mtDNA genomes in subphylum Vertebrata, into three classes: Birds (blue, Aves: 553 genomes), fish (red, Actinopterygii 2176 genomes, Chondrichthyes 130 genomes, Coelacanthiformes 2 genomes, Dipnoi 5 genomes), and mammals (green, Mammalia: 874 genomes). The accuracy of the ML-DSP classification into three classes, using the Quadratic SVM classifier, with the “PP” numerical representation, and PCC between magnitude spectra of DFT, was 100%

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BMC Genomics

ISSN: 1471-2164

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