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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 15.

This confusion matrix illustrates the model’s performance in predicting semi-amplitudes on the shuffled data set V1. The matrix is normalized along the “true semi-amplitude” axis for each bin, and includes the “no planet” (NP) scenario.

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