Probabilistic Forecasting of Traffic Flow Using Multikernel Based Extreme Learning Machine

Table 7

Comparison of SVM, ELM, KELM, and MKELM at confidence level 90%.

Algorithms	Training times (s)	PICP%	PINAW%
SVM	19204.86	90.56	23.43
ELM	300.39	87.34	37.57
KELM	811.05	90.84	21.76
MKELM	860.83	90.49	21.45