Air Transportation Direct Share Analysis and Forecast

Table 7

Model performance comparison for forecasting of 2018 Q1.

Model category	Model name	Testing RMSE
Model used by FAA TAF		0.0988
Nonparametric models	Random forest	0.0865
	GBM	0.0865
C-based learning	C-based	0.0857