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An Updated Efficient Galaxy Morphology Classification Model Based on ConvNeXt Encoding with UMAP Dimensionality Reduction

  • Authors: Guanwen Fang, Shiwei Zhu, Jun Xu, Shiying Lu, Chichun Zhou, Yao Dai, Zesen Lin, Xu Kong

Guanwen Fang et al 2026 The Astronomical Journal 171 .

  • Provider: AAS Journals

Caption: Figure 13.

The completeness of the classified sample along various properties, including stellar mass, redshift, magnitude, average S/N per pixel, Sérsic index, effective radius (re), Gini coefficient (G), and M20. Completeness is defined as the fraction of high-confidence samples within each parameter bin, with error bars indicating the 95% confidence interval.

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