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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 26.

This figure presents the confusion matrix for period predictions on the ordered, monthly separated validation data set M, after fine-tuning, normalized along the “true period” axis. The distribution closely resembles that of Figure 18, with the influence of solar rotation remaining apparent for periods shorter than 35 days.

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