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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 4.

Normalized confusion matrix from fivefold cross validation on the LEAVES dataset (1.1 million sources, 10 classes). Diagonal entries denote per-class recall; off-diagonal entries indicate the dominant misclassification channels. The overall accuracy is 93.6%.

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