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An Image-based Search for L and T Dwarf Candidates in Pan-STARRS with Object Detection

  • Authors: Yuechang Liu, Meng Liu, Kai Wang, Yude Bu

Yuechang Liu et al 2026 The Astrophysical Journal Supplement Series 285 .

  • Provider: AAS Journals

Caption: Figure 4.

Precision, recall, and F1 score on the test set as functions of the confidence threshold. The F1 score is defined as F1 = 2PR/(P + R). The vertical dashed line marks confidence = 0.902, which maximizes the F1 score on the test set and was adopted for wide-field inference. The inset shows a zoomed-in view around the adopted threshold, with an expanded vertical scale to make the local trends in precision, recall, and F1 more visible.

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