GMM results for the Fermi 1.70 GeV map; logarithmic scaling. The predictions are computed from the GMM trained with n = 37 data sets neglecting the γ-ray component maps. The predictions are determined from the CPD marginalized over the γ-ray regime. Panel a: total photon flux reconstructed from photon count data of 6.5 years mission elapsed time in the complete Fermi frequency range (Selig et al. 2015). Panel b: Fermi 1.70 GeV map after application of the D3PO algorithm. Panel c: prediction of the 1.70 GeV map with K = 3 Gaussians. Panel d: difference between the original and predicted 1.70 GeV map, rms = 0.13. Panel e: prediction of the 1.70 GeV map with K = 18 Gaussians. Panel f: difference between the original and predicted 1.70 GeV map with K = 18 Gaussians, rms = 0.10.
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