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

Table 2

Comparison of performance of ELM, LMBP, and SVM on SDPST data set.

Algorithms	Number of nodes/SVs	Time (s)		RMSE
		Training	Testing	Training	Testing
ELM	65	0.1358	0.4128	0.0865	0.0945
LMBP	20	2.1722	0.0986	0.0904	0.1218
SVM	310.24	4.6375	1.2519	0.0853	0.1046