Distributed Gaussian Granular Neural Networks Ensemble for Prediction Intervals Construction

Table 3

The validation result of the number of local networks.

B	PICP	MPIW	MAE	PPI	T(s)
1	0.6533	7509.348	4199.105	9627.972	0.53
2	0.7317	3679.751	2496.305	2640.191	0.93
3	0.73	3313.649	2247.185	2402.14	1.12
4	0.77	3569.069	1966.393	2270.854	1.34
5	0.7717	3715.51	2051.193	2343.564	1.69
6	0.7234	3697.235	1892.151	2296.226	1.89
7	0.755	3356.219	2052.896	2257.913	2.21
8	0.8133	4079.909	1988.189	2384.771	2.45
9	0.745	3211.481	2317.851	2427.852	2.69
10	0.7733	3000.334	1799.689	1960.604	2.95
11	0.8317	3579.286	1759.333	2068.051	3.28
12	0.7833	3046.309	1752.181	1943.746	3.54
13	0.8133	3543.992	1815.015	2062.386	3.79
14	0.785	3122.935	1740.262	1961.455	4.08
15	0.8083	3430.32	1906.759	2085.079	4.34
16	0.7866	3024.173	1817.909	1987.508	5.64
17	0.7916	3217.54	1885.096	2084.68	5.75
18	0.8071	3325.56	1746.16	2030.345	5.95
19	0.795	3258.99	1786.836	2039.716	6.32
20	0.8242	3181.69	1850.961	2073.198	6.61