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Comparison of model performance (RMSE) with varying train/test set ratios for the gradient boosting (blue) model. Physical models, vector delay (orange) and flat delay (black) are evaluated on the same test set size which is equal to 380 – training set size. The shaded region corresponds to the estimated error in the delay measurement.
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