An ELM-Based Approach for Estimating Train Dwell Time in Urban Rail Traffic

Table 3

Comparison of performance of ELM, BP, and SVM on PPD data set.

Algorithms	Number of nodes/SVs	Time (s)		RMSE
		Training	Testing	Training	Testing
ELM	25	0.0057	0.0075	0.0987	0.1015
LMBP	10	0.1167	0.0029	0.1077	0.1102
SVM	42.32	0.0764	0.0828	0.0972	0.1023