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Tabular Foundation Models for the Estimation of Probabilistic Quasar Photometric Redshifts in S-PLUS

  • Authors: Raquel R. Valença, Lilianne Nakazono, Rafael Izbicki, Marco Henrique de Almeida Inácio, Bruno Marcondes e Resende, Maycon Jorge Deláqua da Silva, Kiana Coimbra Buin Lins, Natanael M. Cardoso, Claudia Mendes de Oliveira

Raquel R. Valença et al 2026 The Astronomical Journal 172 .

  • Provider: AAS Journals

Caption: Figure B1.

Ranks of the across-repetition mean performance at ntrain = 121,626 across the reported metrics and evaluation regimes. Rank 1 is best within each column; coverage is ranked by distance from 0.90, and bias is ranked by absolute value. White cells denote metrics that do not apply to point-only estimators. Ranks are descriptive and do not account for uncertainty; inferential comparisons therefore use the standard errors and bold sets in the main tables. The raw α = 1 regime has an effective sample size of only 216 objects (1.6%) and should be interpreted cautiously.

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