Table 4: and values in different methods at 650 MW, 800 MW, and 850 MW1,2.

LoadsMethods

650 MWrdCV-MO-NPLS0.13460.01930.15390.84580.11380.9596
5-fold-MO-NPLS0.13540.01920.15460.84580.11380.9596
SVR0.14070.02940.17010.87050.13471.0052
ANN0.13600.03360.16960.78060.13420.9148

800 MWrdCV-MO-NPLS0.09850.01400.11250.53680.11390.6507
5-fold-MO-NPLS0.13970.00980.14950.53680.11390.6507
SVR0.13180.02950.16131.30790.15801.4659
ANN0.16330.02140.18471.14380.24161.3854

850 MWrdCV-MO-NPLS0.09310.01410.10722.44690.25172.6986
5-fold-MO-NPLS0.10680.01360.12042.44690.25172.6986
SVR0.10730.01650.12382.50700.16652.6735
ANN0.14160.01390.15552.95400.27843.2324

1The values in bold are the optimal in their columns. 2; .