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Identifying and Characterizing Very Low-mass Spectral Blend Binaries with Machine Learning Methods

  • Authors: Juan Diego Draxl Giannoni, Malina Desai, Adam J. Burgasser, A. Camille Dunning, Christian Aganze, Luke McDermott, Christopher A. Theissen, Daniella C. Bardalez Gagliuffi

Juan Diego Draxl Giannoni et al 2026 The Astronomical Journal 171 .

  • Provider: AAS Journals

Caption: Figure 9.

Median classification error (top panels), standard deviations (middle panels), and recall (bottom panels) for primary (left) and secondary (right) classification as a function of the component type combination for the BClass1 model and mid-S/N group. Classification differences were calculated as predicted minus true. Recall is defined here as the percentage of sources classified within one subtype of their true values.

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