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Table 1

Notation used for training, validation, and testing the datasets.

Symbol Description
𝒮 Full set of HARPS-N solar spectral shells (2036)
𝒱 HO test set (subset of 𝒮)
𝒟 Development set, 𝒟 = 𝒮 ∖ 𝒱
𝒯 Training set (subset of 𝒟, ≈ 90%)
𝒱int Internal validation set (subset of 𝒟, ≈ 10%)
𝒥train Injection grid used for training: RV semi-amplitude ∈ {0.1, 0.2, 0.3, 0.5, 1, 2, 5} m/s, P ∈ {20, 40, 60, 80, 100} days, with random phases
𝒥all Full injection set used for evaluation: RV semi-amplitude ∈ [0.1, 0.45] m/s in steps of 0.05, P ∈ [10, 100] days in steps of 10, plus P ∈ [150, 550] days in steps of 50, with random phases
Mk Neural network trained in the k-th CV fold
M Neural network trained in HO setting
DS Doppler shift (in m/s)
P Orbital period (in days)

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