Electricity consumption prediction on PG&E dataset 50 users (test)
20.3MAPERF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RFWindow size (W)=12002015.11 | 20.3 | — | |
| RFWindow size (W)=9602015.11 | 20.4 | — | |
| LASSOWindow size (W)=12002015.11 | 20.6 | — | |
| RFWindow size (W)=7202015.11 | 21.1 | — | |
| LASSOWindow size (W)=9602015.11 | 22.9 | — | |
| LASSOWindow size (W)=7202015.11 | 23.1 | — | |
| ESWindow size (W)=12002015.11 | 23.6 | — | |
| AR(1)Window size (W)=12002015.11 | 23.7 | — | |
| ESWindow size (W)=9602015.11 | 24.4 | — | |
| AR(1)Window size (W)=9602015.11 | 24.5 | — | |
| AR(1)Window size (W)=7202015.11 | 24.9 | — | |
| ESWindow size (W)=7202015.11 | 25 | — | |
| NNWindow size (W)=12002015.11 | 25.6 | — | |
| AveragingWindow size (W)=7202015.11 | 25.8 | — | |
| AveragingWindow size (W)=9602015.11 | 25.8 | — | |
| AveragingWindow size (W)=12002015.11 | 25.8 | — | |
| SVMWindow size (W)=12002015.11 | 26.4 | — | |
| NNWindow size (W)=9602015.11 | 26.7 | — | |
| SVMWindow size (W)=9602015.11 | 28.2 | — | |
| SVM after PCAWindow size (W)=12002015.11 | 28.5 | — | |
| NNWindow size (W)=7202015.11 | 28.7 | — | |
| SVM after PCAWindow size (W)=9602015.11 | 30.4 | — | |
| SVM after PCAWindow size (W)=7202015.11 | 30.5 | — | |
| SVMWindow size (W)=7202015.11 | 32.7 | — | |
| LWWindow size (W)=7202015.11 | 34.6 | — | |
| LWWindow size (W)=9602015.11 | 34.6 | — | |
| LWWindow size (W)=12002015.11 | 34.6 | — | |
| AR(1)Window size (W)=7202015.11 | — | 0.0322 | |
| AR(1)Window size (W)=9602015.11 | — | 0.0318 | |
| AR(1)Window size (W)=12002015.11 | — | 0.0311 | |
| AveragingWindow size (W)=7202015.11 | — | 0.0373 | |
| AveragingWindow size (W)=9602015.11 | — | 0.0373 | |
| AveragingWindow size (W)=12002015.11 | — | 0.0373 | |
| ESWindow size (W)=7202015.11 | — | 0.034 | |
| ESWindow size (W)=9602015.11 | — | 0.0334 | |
| ESWindow size (W)=12002015.11 | — | 0.0322 | |
| LASSOWindow size (W)=7202015.11 | — | 0.0291 | |
| LASSOWindow size (W)=9602015.11 | — | 0.029 | |
| LASSOWindow size (W)=12002015.11 | — | 0.026 | |
| LWWindow size (W)=7202015.11 | — | 0.054 | |
| LWWindow size (W)=9602015.11 | — | 0.054 | |
| LWWindow size (W)=12002015.11 | — | 0.054 | |
| NNWindow size (W)=7202015.11 | — | 0.036 | |
| NNWindow size (W)=9602015.11 | — | 0.0336 | |
| NNWindow size (W)=12002015.11 | — | 0.0311 | |
| RFWindow size (W)=7202015.11 | — | 0.0273 | |
| RFWindow size (W)=9602015.11 | — | 0.0265 | |
| RFWindow size (W)=12002015.11 | — | 0.026 | |
| SVMWindow size (W)=7202015.11 | — | 0.0393 | |
| SVMWindow size (W)=9602015.11 | — | 0.0338 | |
| SVMWindow size (W)=12002015.11 | — | 0.0322 | |
| SVM after PCAWindow size (W)=7202015.11 | — | 0.0363 | |
| SVM after PCAWindow size (W)=9602015.11 | — | 0.0357 | |
| SVM after PCAWindow size (W)=12002015.11 | — | 0.0368 |