Regression on Synthetic weakly-periodic Interpolation (INT)
0.01Normalized KL DivergenceConvGNP
Evaluation Results
| Method | Links | |
|---|---|---|
| ConvGNPInput dimension (dx)=12023.06 | 0.01 | |
| ConvGNPdx=12023.06 | 0.01 | |
| ConvGNPInput dimension (dx)=22023.06 | 0.02 | |
| RGNP (sta)Input dimension (dx)=12023.06 | 0.03 | |
| RGNPdx=1, Stationarity=True2023.06 | 0.03 | |
| RGNP (sta)Input dimension (dx)=22023.06 | 0.05 | |
| RGNP (sta)Input dimension (dx)=32023.06 | 0.05 | |
| RGNPdx=3, Stationarity=True2023.06 | 0.05 | |
| GNPInput dimension (dx)=12023.06 | 0.06 | |
| GNPdx=12023.06 | 0.06 | |
| GNPInput dimension (dx)=22023.06 | 0.07 | |
| RGNP (sta)Input dimension (dx)=52023.06 | 0.08 | |
| GNPInput dimension (dx)=32023.06 | 0.08 | |
| RGNPdx=5, Stationarity=True2023.06 | 0.08 | |
| GNPdx=32023.06 | 0.08 | |
| RGNP (sta)Input dimension (dx)=102023.06 | 0.11 | |
| GNPInput dimension (dx)=52023.06 | 0.11 | |
| GNPdx=52023.06 | 0.11 | |
| ConvCNPInput dimension (dx)=22023.06 | 0.2 | |
| ConvCNPInput dimension (dx)=12023.06 | 0.21 | |
| ConvCNPdx=12023.06 | 0.21 | |
| GNPInput dimension (dx)=102023.06 | 0.22 | |
| RCNP (sta)Input dimension (dx)=12023.06 | 0.24 | |
| RCNP (sta)Input dimension (dx)=22023.06 | 0.24 | |
| RCNPdx=1, Stationarity=True2023.06 | 0.24 | |
| RCNP (sta)Input dimension (dx)=32023.06 | 0.28 | |
| RCNPdx=3, Stationarity=True2023.06 | 0.28 | |
| RCNP (sta)Input dimension (dx)=52023.06 | 0.31 | |
| RCNP (sta)Input dimension (dx)=102023.06 | 0.31 | |
| CNPInput dimension (dx)=12023.06 | 0.31 | |
| RCNPdx=5, Stationarity=True2023.06 | 0.31 | |
| CNPdx=12023.06 | 0.31 | |
| CNPInput dimension (dx)=22023.06 | 0.39 | |
| CNPInput dimension (dx)=32023.06 | 0.39 | |
| CNPdx=32023.06 | 0.39 | |
| CNPInput dimension (dx)=52023.06 | 0.42 | |
| CNPdx=52023.06 | 0.42 | |
| CNPInput dimension (dx)=102023.06 | 0.75 | |
| TrivialInput dimension (dx)=102023.06 | 0.76 | |
| TrivialInput dimension (dx)=52023.06 | 0.77 | |
| TrivialInput dimension (dx)=12023.06 | 0.78 | |
| TrivialInput dimension (dx)=32023.06 | 0.8 | |
| TrivialInput dimension (dx)=22023.06 | 0.81 |