Composite Quantile Regression Neural Network for Massive Datasets

Table 4

Comparison of average CPU time in seconds for 100 repetitions.

Method
				96.40	83.20	97.60	85.61	88.62	98.83
DC-		26.12	26.16	29.72	21.58	31.24	33.61
DC-		8.77	8.49	9.41	6.66	9.22	9.98
		70.40	54.00	67.40	56.21	63.42	72.23
DC-		11.60	10.32	13.06	10.22	11.16	13.12
DC-		6.72	5.41	6.41	6.44	7.31	8.47
QRNN		51.20	41.80	55.00	44.42	46.23	53.14
DC-QRNN		6.50	4.50	5.40	8.01	11.98	10.57
DC-QRNN		3.30	2.80	3.80	5.34	5.14	6.01
ANN		36.40	31.60	37.80	40.82	32.41	34.62
RFR		222.00	241.20	247.80	150.42	165.87	174.44
SVM		129.40	114.23	113.42	133.21	109.17	108.83