Air Transportation Direct Share Analysis and Forecast

Table 5

Category-based model performance.

Category	Selected model	Training RMSE	Testing RMSE
Seasonal O&D category	GBM	0.0541	0.0781
	= 5
	= 0.07
	= 600
Nonseasonal O&D category	GBM	0.0423	0.0770
	= 10
	= 0.06
	= 400
		Over all	0.0772