Time Series Forecasting on Solar (Delta-Cov, PI-Width, Winkler score)
2.88Delta-CovHopCPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HopCPTBase Predictor=Transf, alpha=0.152025.10 | 2.88 | 46.78 | 89.44 | |
| CP-QRNNBase Predictor=Transf, alpha=0.152025.10 | 2.54 | 46.47 | 68.48 | |
| NexCPBase Predictor=ARIMA, alpha=0.152025.10 | 2.29 | 102.74 | 174.48 | |
| HopCPTBase Predictor=ARIMA, alpha=0.152025.10 | 1.98 | 111.82 | 171.47 | |
| NexCPBase Predictor=RNN, alpha=0.152025.10 | 1.82 | 55.73 | 130.47 | |
| NexCPBase Predictor=Transf, alpha=0.152025.10 | 1.81 | 56.72 | 129.62 | |
| NexCPBase Forecaster=ARIMA, Alpha=0.052025.10 | 1.21 | 202.58 | 265.15 | |
| RESCQRBase Forecaster=Transf, Alpha=0.052025.10 | 1.05 | 76.15 | 107.31 | |
| NexCPBase Forecaster=Transf, Alpha=0.052025.10 | 1 | 153.24 | 223.17 | |
| NexCPBase Forecaster=RNN, Alpha=0.052025.10 | 0.97 | 154.71 | 225.85 | |
| SPCIBase Predictor=ARIMA, alpha=0.152025.10 | 0.87 | 71.25 | 124.75 | |
| HopCPTBase Forecaster=ARIMA, Alpha=0.052025.10 | 0.75 | 188.97 | 255.2 | |
| SPCIBase Predictor=RNN, alpha=0.152025.10 | 0.72 | 46.78 | 119.1 | |
| SCPBase Predictor=RNN, alpha=0.152025.10 | 0.64 | 47.85 | 134.09 | |
| SCPBase Predictor=Transf, alpha=0.152025.10 | 0.6 | 48.72 | 133.18 | |
| HopCPTBase Forecaster=Transf, Alpha=0.052025.10 | 0.5 | 85.55 | 133.84 | |
| CP-QRNNBase Forecaster=Transf, Alpha=0.052025.10 | 0.48 | 70.54 | 93.31 | |
| SPCIBase Predictor=Transf, alpha=0.152025.10 | 0.34 | 46.56 | 119.81 | |
| RESCPBase Predictor=ARIMA, alpha=0.152025.10 | 0.3 | 62.24 | 98.54 | |
| RESCPBase Forecaster=ARIMA, Alpha=0.052025.10 | 0.21 | 99.68 | 133.94 | |
| RESCPBase Forecaster=RNN, Alpha=0.052025.10 | 0.18 | 86.56 | 138.56 | |
| RESCPBase Predictor=Transf, alpha=0.152025.10 | 0.18 | 39.37 | 75.69 | |
| SCPBase Forecaster=RNN, Alpha=0.052025.10 | 0.11 | 141.23 | 239.24 | |
| RESCQRBase Predictor=RNN, alpha=0.152025.10 | 0.1 | 47.43 | 75.01 | |
| SCPBase Forecaster=ARIMA, Alpha=0.052025.10 | 0.07 | 188.57 | 281.61 | |
| SCPBase Forecaster=Transf, Alpha=0.052025.10 | 0.06 | 139.52 | 236.43 | |
| SCPBase Predictor=ARIMA, alpha=0.152025.10 | -0.07 | 93.98 | 179.83 | |
| SPCIBase Forecaster=RNN, Alpha=0.052025.10 | -0.19 | 124.25 | 214.33 | |
| CP-QRNNBase Forecaster=RNN, Alpha=0.052025.10 | -0.33 | 71.14 | 94.73 | |
| RESCQRBase Forecaster=RNN, Alpha=0.052025.10 | -0.38 | 77.76 | 108.42 | |
| SPCIBase Forecaster=Transf, Alpha=0.052025.10 | -0.4 | 123.48 | 215.15 | |
| CP-QRNNBase Forecaster=ARIMA, Alpha=0.052025.10 | -0.4 | 70.67 | 88.3 | |
| RESCQRBase Predictor=ARIMA, alpha=0.152025.10 | -0.43 | 60.41 | 87.26 | |
| RESCPBase Predictor=RNN, alpha=0.152025.10 | -0.47 | 46.37 | 87.44 | |
| SPCIBase Forecaster=ARIMA, Alpha=0.052025.10 | -0.52 | 124.61 | 193.31 | |
| RESCQRBase Forecaster=ARIMA, Alpha=0.052025.10 | -0.62 | 87.34 | 115.66 | |
| HopCPTBase Forecaster=RNN, Alpha=0.052025.10 | -0.9 | 82.29 | 149.88 | |
| CP-QRNNBase Predictor=ARIMA, alpha=0.152025.10 | -1.06 | 50.18 | 68.52 | |
| CP-QRNNBase Predictor=RNN, alpha=0.152025.10 | -1.1 | 46.84 | 69.15 | |
| RESCPBase Forecaster=Transf, Alpha=0.052025.10 | -1.29 | 62.61 | 105.8 | |
| HopCPTBase Predictor=RNN, alpha=0.152025.10 | -1.77 | 47.68 | 96.7 | |
| RESCQRBase Predictor=Transf, alpha=0.152025.10 | -3.19 | 47.06 | 74.44 |