Time Series Forecasting on Beijing
-3.08Delta-CovHopCPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HopCPTBase Predictor=ARIMA, alpha=0.152025.10 | -3.08 | 53.46 | 107.5 | |
| RESCQRBase Predictor=ARIMA, alpha=0.152025.10 | -2.07 | 51.64 | 90.85 | |
| CP-QRNNBase Predictor=ARIMA, alpha=0.152025.10 | -2.04 | 50.58 | 86.46 | |
| RESCQRBase Predictor=Transf, alpha=0.152025.10 | -1.68 | 52.98 | 90.97 | |
| SPCIBase Forecaster=RNN, Alpha=0.052025.10 | -1.38 | 97.22 | 167.81 | |
| CP-QRNNBase Predictor=Transf, alpha=0.152025.10 | -1.32 | 50.67 | 87.71 | |
| CP-QRNNBase Predictor=RNN, alpha=0.152025.10 | -1.31 | 51.21 | 87.49 | |
| CP-QRNNBase Forecaster=ARIMA, Alpha=0.052025.10 | -1.3 | 81.64 | 128.63 | |
| SPCIBase Forecaster=Transf, Alpha=0.052025.10 | -1.27 | 95.82 | 167.34 | |
| HopCPTBase Forecaster=ARIMA, Alpha=0.052025.10 | -1.2 | 94.47 | 168.88 | |
| RESCQRBase Forecaster=ARIMA, Alpha=0.052025.10 | -1.13 | 85.17 | 136.63 | |
| HopCPTBase Forecaster=RNN, Alpha=0.052025.10 | -1.06 | 112.1 | 183.15 | |
| RESCQRBase Forecaster=Transf, Alpha=0.052025.10 | -1.05 | 87.66 | 137.8 | |
| RESCPBase Predictor=RNN, alpha=0.152025.10 | -0.98 | 52.21 | 86.72 | |
| SPCIBase Predictor=RNN, alpha=0.152025.10 | -0.94 | 55.46 | 103.43 | |
| RESCPBase Predictor=Transf, alpha=0.152025.10 | -0.75 | 50.31 | 84.47 | |
| SPCIBase Predictor=Transf, alpha=0.152025.10 | -0.69 | 54.51 | 102.74 | |
| RESCPBase Forecaster=RNN, Alpha=0.052025.10 | -0.6 | 86.14 | 124.24 | |
| RESCQRBase Forecaster=RNN, Alpha=0.052025.10 | -0.58 | 87.5 | 136.65 | |
| SPCIBase Forecaster=ARIMA, Alpha=0.052025.10 | -0.53 | 104.81 | 175.14 | |
| RESCPBase Forecaster=Transf, Alpha=0.052025.10 | -0.52 | 82.11 | 119.46 | |
| SCPBase Predictor=RNN, alpha=0.152025.10 | -0.48 | 52.93 | 104.56 | |
| HopCPTBase Forecaster=Transf, Alpha=0.052025.10 | -0.46 | 100.94 | 167.9 | |
| SCPBase Predictor=Transf, alpha=0.152025.10 | -0.46 | 52.42 | 104.6 | |
| HopCPTBase Predictor=Transf, alpha=0.152025.10 | -0.45 | 55.14 | 103.53 | |
| CP-QRNNBase Forecaster=Transf, Alpha=0.052025.10 | -0.43 | 84.24 | 131.27 | |
| CP-QRNNBase Forecaster=RNN, Alpha=0.052025.10 | -0.36 | 84.51 | 130.62 | |
| RESCPBase Predictor=ARIMA, alpha=0.152025.10 | -0.32 | 54.7 | 99.59 | |
| RESCPBase Forecaster=ARIMA, Alpha=0.052025.10 | -0.29 | 94.54 | 154.79 | |
| SCPBase Forecaster=Transf, Alpha=0.052025.10 | -0.27 | 97.75 | 171.09 | |
| RESCQRBase Predictor=RNN, alpha=0.152025.10 | -0.26 | 54.58 | 90.42 | |
| SCPBase Predictor=ARIMA, alpha=0.152025.10 | -0.25 | 60.29 | 112.79 | |
| SCPBase Forecaster=ARIMA, Alpha=0.052025.10 | -0.23 | 106.81 | 180.18 | |
| SCPBase Forecaster=RNN, Alpha=0.052025.10 | -0.18 | 98.51 | 170.36 | |
| NexCPBase Forecaster=ARIMA, Alpha=0.052025.10 | -0.14 | 107.73 | 174.82 | |
| NexCPBase Predictor=ARIMA, alpha=0.152025.10 | -0.09 | 60.73 | 110.66 | |
| NexCPBase Forecaster=Transf, Alpha=0.052025.10 | -0.03 | 100.17 | 166.74 | |
| NexCPBase Forecaster=RNN, Alpha=0.052025.10 | -0.01 | 100.48 | 166.04 | |
| NexCPBase Predictor=RNN, alpha=0.152025.10 | 0.1 | 55.07 | 103.16 | |
| NexCPBase Predictor=Transf, alpha=0.152025.10 | 0.11 | 54.64 | 103.21 | |
| HopCPTBase Predictor=RNN, alpha=0.152025.10 | 0.56 | 67.6 | 112.44 | |
| SPCIBase Predictor=ARIMA, alpha=0.152025.10 | 0.74 | 60.45 | 108.16 |