Time Series Forecasting on ACEA
-36.21Delta-CovCP-QRNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CP-QRNNBase Predictor=ARIMA, alpha=0.152025.10 | -36.21 | 14.51 | 47.54 | |
| RESCQRBase Predictor=ARIMA, alpha=0.152025.10 | -34.84 | 13.39 | 44.95 | |
| RESCQRBase Predictor=Transf, alpha=0.152025.10 | -29.97 | 10.99 | 33.91 | |
| RESCQRBase Forecaster=ARIMA, Alpha=0.052025.10 | -23.84 | 20.67 | 67.04 | |
| RESCQRBase Forecaster=Transf, Alpha=0.052025.10 | -21.13 | 16.25 | 52.93 | |
| RESCQRBase Predictor=RNN, alpha=0.152025.10 | -20.5 | 13.29 | 30.47 | |
| CP-QRNNBase Predictor=Transf, alpha=0.152025.10 | -17.58 | 11.98 | 29.59 | |
| CP-QRNNBase Forecaster=ARIMA, Alpha=0.052025.10 | -17.36 | 25.26 | 63.53 | |
| CP-QRNNBase Predictor=RNN, alpha=0.152025.10 | -16.15 | 13.09 | 28.71 | |
| RESCQRBase Forecaster=RNN, Alpha=0.052025.10 | -15.32 | 18.18 | 46.11 | |
| CP-QRNNBase Forecaster=Transf, Alpha=0.052025.10 | -10.72 | 18.44 | 41.67 | |
| CP-QRNNBase Forecaster=RNN, Alpha=0.052025.10 | -8.29 | 19.85 | 39.72 | |
| SCPBase Predictor=Transf, alpha=0.152025.10 | -5.76 | 13.66 | 25.63 | |
| HopCPTBase Predictor=ARIMA, alpha=0.152025.10 | -4.81 | 30.89 | 41.82 | |
| SCPBase Forecaster=Transf, Alpha=0.052025.10 | -3.49 | 21.99 | 34.43 | |
| HopCPTBase Predictor=Transf, alpha=0.152025.10 | -2.98 | 15.26 | 24.4 | |
| RESCPBase Forecaster=ARIMA, Alpha=0.052025.10 | -2.7 | 11.68 | 18.01 | |
| SPCIBase Predictor=Transf, alpha=0.152025.10 | -2.58 | 7.34 | 12.69 | |
| HopCPTBase Predictor=RNN, alpha=0.152025.10 | -2.43 | 15.93 | 24.51 | |
| HopCPTBase Forecaster=Transf, Alpha=0.052025.10 | -2.04 | 22.8 | 32.54 | |
| HopCPTBase Forecaster=RNN, Alpha=0.052025.10 | -1.92 | 23.2 | 32.48 | |
| HopCPTBase Forecaster=ARIMA, Alpha=0.052025.10 | -1.87 | 39.74 | 49.57 | |
| SPCIBase Predictor=RNN, alpha=0.152025.10 | -1.84 | 7.42 | 12.33 | |
| SPCIBase Forecaster=Transf, Alpha=0.052025.10 | -1.75 | 11.22 | 18.84 | |
| SCPBase Predictor=RNN, alpha=0.152025.10 | -1.55 | 16.34 | 24.66 | |
| SCPBase Predictor=ARIMA, alpha=0.152025.10 | -1.27 | 33.68 | 43 | |
| SPCIBase Forecaster=RNN, Alpha=0.052025.10 | -1.2 | 11.13 | 18.38 | |
| SCPBase Forecaster=RNN, Alpha=0.052025.10 | -0.89 | 24.31 | 32.57 | |
| NexCPBase Predictor=ARIMA, alpha=0.152025.10 | -0.72 | 32.72 | 40.68 | |
| NexCPBase Predictor=Transf, alpha=0.152025.10 | -0.56 | 16.73 | 24.52 | |
| NexCPBase Predictor=RNN, alpha=0.152025.10 | -0.46 | 17.07 | 24.15 | |
| NexCPBase Forecaster=RNN, Alpha=0.052025.10 | -0.29 | 24.48 | 31.23 | |
| NexCPBase Forecaster=Transf, Alpha=0.052025.10 | -0.27 | 25.34 | 32.01 | |
| NexCPBase Forecaster=ARIMA, Alpha=0.052025.10 | -0.24 | 41.42 | 48.69 | |
| SCPBase Forecaster=ARIMA, Alpha=0.052025.10 | -0.13 | 43.65 | 50.52 | |
| RESCPBase Forecaster=RNN, Alpha=0.052025.10 | 0.32 | 11.9 | 16.31 | |
| SPCIBase Predictor=ARIMA, alpha=0.152025.10 | 0.39 | 10.92 | 15.51 | |
| SPCIBase Forecaster=ARIMA, Alpha=0.052025.10 | 0.92 | 14.86 | 21.83 | |
| RESCPBase Predictor=ARIMA, alpha=0.152025.10 | 1.16 | 8.31 | 11.66 | |
| RESCPBase Forecaster=Transf, Alpha=0.052025.10 | 1.72 | 12.62 | 16.19 | |
| RESCPBase Predictor=RNN, alpha=0.152025.10 | 1.86 | 8.06 | 11.14 | |
| RESCPBase Predictor=Transf, alpha=0.152025.10 | 4.2 | 8.58 | 11.42 |