Epochs: 100

Mean squared error (xgb): 0.559 ± 0.012
Mean squared error (statsmodels): 0.774 ± 0.008
Mean squared error (lgbm): 0.63 ± 0.012

Mean absolute error (xgb): 0.383 ± 0.007
Mean absolute error (statsmodels): 0.472 ± 0.004
Mean absolute error (lgbm): 0.4 ± 0.006
