Ensemble Learning for Short-Term Traffic Prediction Based on Gradient Boosting Machine

Table 1

Statistics of traffic volume data (Vehs/5 min).

Detectors	Mean value	Standard deviation	Min	Max	25th	50th	75th
	312	162	15	620	161	358	440
	323	166	14	635	173	372	453
	324	167	14	619	172	372	453
	386	198	17	726	204	453	541
	389	198	18	738	207	458	543
	335	176	13	669	173	384	473
	338	176	15	669	173	389	480
	389	198	18	738	207	458	543
	248	130	12	535	128	286	351