Household Electricity Load Forecasting Based on Multitask Convolutional Neural Network with Profile Encoding

Table 7

Comparison of 10 individual models with our proposed model on average performances for generalization evaluation of probabilistic load forecasting.

Time	Pinscore		Winkler80
	Individual	Proposed(%)	Individual	Proposed(%)
24 : 00	0.0708	−2.23	3.4512	−1.69
20 : 00	0.1247	0.60	4.1012	0.33
18 : 00	0.1204	1.91	3.6731	2.17
16 : 00	0.1094	0.02	3.7660	1.12
14 : 00	0.1204	2.24	3.5536	3.62
12 : 00	0.1277	1.27	3.9713	0.18
10 : 00	0.0665	6.62	2.9948	0.67
08 : 00	0.0263	5.28	2.0321	1.45
04 : 00	0.0286	1.98	2.0254	3.25