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Machine Learning for Radial Velocity Analysis. I. Vision Transformers as a Robust Alternative for Detecting Planetary Candidates

  • Authors: Anoop Gavankar, Tanish Mittal, Joe P. Ninan, Shravan Hanasoge

Anoop Gavankar et al 2026 The Astronomical Journal 171 .

  • Provider: AAS Journals

Caption: Figure 11.

This confusion matrix illustrates the model’s performance in predicting orbital periods on the shuffled data set V1. The matrix is normalized along the “true period” axis for each bin. Predictions are concentrated along the diagonal, reflecting high overall accuracy, with slightly reduced accuracy observed in the lower period bins.

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