Skip to main content
. 2022 Aug 8;12:13522. doi: 10.1038/s41598-022-17177-0

Table 4.

Prediction error for a method containing an evolutionary approach.

Test dataset Dataset
No. Period Training Test
1 2016–01-28 2016–02-27 0.02054 0.01467
2 2016–04-22 2016–05-22 0.02000 0.02425
3 2016–09-15 2016–10-15 0.02055 0.01314
4 2016–11-05 2016–12-05 0.02051 0.01913
5 2017–10-31 2017–11-30 0.02008 0.01782
6 2018–06-01 2018–07-01 0.01889 0.01917
7 2018–07-21 2018–08-20 0.01806 0.03306
8 2019–01-16 2019–02-15 0.01981 0.01640
9 2019–06-01 2019–07-01 0.02019 0.02948
10 2019–10-27 2019–11-26 0.02093 0.02476
MAPE (–) 0.01996 0.02119

The best and the worst results on the test datasets are emphasised in bold.