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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 3.

Recall for the index-based methods of B10 (left) and B14 (right) as a function of the component classifications. Only those combinations whose combined-light spectra match the applicable spectral range of these methods (L8–T4 for B10, M8–L8 for B14; black boxes) are shown. Each box represents an average of recall across all S/N groups.

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