Predicting Taxi-Out Time at Congested Airports with Optimization-Based Support Vector Regression Methods

Table 5

A comparison of prediction accuracy for individual flights at PEK airport.

Accuracy of prediction	Date	GLR	SR	ANN	PSO-SVR	IFA-SVR
% of flights with RMSE within 2 min	13th	40.22	40.43	46.23	77.96	79.39
	14th	23.31	30.28	67.49	77.21	78.67
	15th	13.12	33.55	54.30	70.4	72.65
% of flights with RMSE within 3 min	13th	53.98	51.40	66.19	82.26	84.52
	14th	35.51	45.32	79.71	83.71	85.21
	15th	20.00	45.16	72.47	79.02	79.63
% of flights with RMSE within 5 min	13th	76.77	79.35	86.97	93.48	95.52
	14th	69.91	72.54	92.00	95.63	95.42
	15th	42.27	53.55	89.48	94.09	94.5