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SPLASH: A Rapid Host-based Supernova Classifier for Wide-field Time-domain Surveys

  • Authors: Adam Boesky, V. Ashley Villar, Alexander Gagliano, Anya Nugent, Brian Hsu

Adam Boesky et al 2026 The Astrophysical Journal Supplement Series 283 .

  • Provider: AAS Journals

Caption: Figure 5.

The cumulative Type Ia vs. CCSN confusion matrix across 20-fold stratified cross validation of SNe with hosts in the F. Zou et al. (2022) catalog. Each square in the grid shows the mean purity across folds, and the top and bottom triangles within each square correspond to the performance using NN-inferred and derived properties, respectively. The numbers of SNe in each category are included in parenthesis.

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