Distributed Gaussian Granular Neural Networks Ensemble for Prediction Intervals Construction

Table 4

The validation result of the number of local networks.

B	PICP	MPIW	MAE	PPI	T (s)
1	0.8333	4.4338	1.8133	1.8809	2.46
2	0.8333	4.4931	1.6129	1.8561	4.19
3	0.8333	4.4535	1.6979	1.8618	5.61
4	0.8333	4.4429	1.5997	1.8365	6.62
5	0.8333	4.4614	1.6273	1.8488	8.06
6	0.8500	4.3609	1.5767	1.7381	10.05
7	0.8500	4.4735	1.6104	1.7814	11.28
8	0.8667	4.4594	1.5856	1.7045	12.68
9	0.8667	4.2224	1.6232	1.7032	14.31
10	0.8500	4.4399	1.6018	1.7688	15.84
11	0.8500	4.4073	1.6018	1.7583	17.54
12	0.8500	4.4396	1.6307	1.7409	19.21
13	0.8500	4.3062	1.6412	1.7340	20.98
14	0.8500	4.3559	1.6400	1.7842	22.57
15	0.8500	4.3597	1.6188	1.7739	24.21
16	0.8500	4.3136	1.6419	1.7366	25.36
17	0.8500	4.4593	1.6439	1.7839	27.40
18	0.8500	4.4745	1.6396	1.7879	29.15
19	0.8500	4.4033	1.6404	1.7651	31.28
20	0.8500	4.4270	1.6377	1.7722	32.13