A novel intelligent approach for flight delay prediction

Journal of Big Data

Table 7 Accuracy of US airlines

NO	Airlines IATA Code	Traditional training model			FDPP-ML			Error reduction percent by FDPP-ML
NO	Airlines IATA Code	MAE	MSE	RMSE	MAE	MSE	RMSE	MAE (%)	MSE (%)	RMSE (%)
1	AA	26	2788	53	16	1931	44	37	31	17
2	AS	18	779	28	11	314	18	38	60	37
3	B6	24	1080	33	17	641	25	30	41	23
4	DL	28	4323	66	17	2226	47	40	48	28
5	F9	19	497	22	11	196	14	45	61	37
6	G4	25	2438	49	15	847	29	40	65	41
7	HA	12	321	18	10	198	14	19	39	22
8	NK	22	1806	42	13	1164	34	38	36	20
9	UA	37	7762	88	24	4554	67	34	41	23
10	WN	16	1023	32	11	498	22	35	51	30
Average error reduction percent by FDPP-ML								36	47	28