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ResearchFormerly WizWand

Electricity consumption prediction on PG&E 50 users

0.0007MSERF
0.0006040.0010470.001490.001933Nov 5, 2015
Updated 5mo ago

Evaluation results

MethodLinks
RFWindow size (W)=12002015.110.0007
LASSOWindow size (W)=12002015.110.0007
RFWindow size (W)=9602015.110.0007
RFWindow size (W)=7202015.110.0007
LASSOWindow size (W)=9602015.110.0008
LASSOWindow size (W)=7202015.110.0009
ESWindow size (W)=12002015.110.0009
AR(1)Window size (W)=12002015.110.001
NNWindow size (W)=12002015.110.001
AR(1)Window size (W)=9602015.110.001
AR(1)Window size (W)=7202015.110.001
SVMWindow size (W)=12002015.110.001
ESWindow size (W)=9602015.110.0011
NNWindow size (W)=9602015.110.0011
ESWindow size (W)=7202015.110.0011
SVMWindow size (W)=9602015.110.0012
NNWindow size (W)=7202015.110.0012
SVM after PCAWindow size (W)=12002015.110.0013
SVM after PCAWindow size (W)=9602015.110.0013
SVM after PCAWindow size (W)=7202015.110.0013
AveragingWindow size (W)=7202015.110.0014
AveragingWindow size (W)=9602015.110.0014
AveragingWindow size (W)=12002015.110.0014
SVMWindow size (W)=7202015.110.0016
LWWindow size (W)=7202015.110.0023
LWWindow size (W)=9602015.110.0023
LWWindow size (W)=12002015.110.0023