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Table 2 Average per year squared correlation coefficient (R2) obtained by GPR, RVR and ARMA forecasters

From: Towards smart energy systems: application of kernel machine regression for medium term electricity load forecasting

Forecaster

Squared correlation coefficient (R2)

Year 2007

Year 2008

Year 2009

Year 2010

Year 2011

GPR

0.282

0.227

0.201

0.255

0.381

RVR

0.192

0.374

0.286

0.295

0.438

ARMA(2,2)

0.444

0.533

0.185

0.320

0.120

  1. The best coefficients are italicized