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TDLIGHT: A Framework for Incremental Light-curve Management and Continuous Classification Optimization

  • Authors: Xinghang Yu, Ce Yu, Zeguang Shao, Chen Wang, Bin Yang

Xinghang Yu et al 2026 The Astrophysical Journal Supplement Series 285 .

  • Provider: AAS Journals

Caption: Figure 5.

Confidence filtering versus light-curve completeness. (a) Classification accuracy without filtering and with filtering on predictions satisfying c ≥ θ for several θ. (b) Overall retention fraction (fraction of sources with c ≥ θ) for the same thresholds; stricter θ lowers retention.

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