Epochs: 100

Mean squared error (xgb): 0.453 ± 0.026
Mean squared error (statsmodels): 0.653 ± 0.017
Mean squared error (lgbm): 0.49 ± 0.022

Mean absolute error (xgb): 0.369 ± 0.016
Mean absolute error (statsmodels): 0.533 ± 0.012
Mean absolute error (lgbm): 0.415 ± 0.013
