LightGBM fits to model data for test points. Solid lines correspond to actual model data and solid circles illustrate the fit of the LightGBM model to these parameters, predicting the temperature. The crosses show the predictions to the data just adding 125 K to the effective temperature parameter and leaving the rest of the parameters unchanged. We note that the dots and crosses are predicted with the same values.