Unified Quantile Regression Deep Neural Network with Time-Cognition for Probabilistic Residential Load Forecasting

Table 3

Inversion error statistics.

Residence	QGBRT	QCNN	QLSTM	Proposed
1	1854	1791	1989	407
2	476	478	385	311
3	6825	3623	4541	633
4	5256	918	2913	1700
5	1187	1465	570	87
6	1559	3222	2926	619
7	4223	2077	758	189
8	1215	1253	525	142
9	2906	1771	703	125
10	3913	2990	1225	440
11	1726	3309	754	271
12	2435	1388	836	438
13	812	1003	209	221
14	3377	2041	738	380
15	7411	3160	6991	857
16	2930	3172	1879	1050
17	7634	2486	286	269
18	2165	3475	1947	449
19	2066	3003	1107	561
20	1957	2227	475	398
Total	61927	44852	31757	9547