Data | Model | Normalization | None | Z-standard | Min-Max | MaxAbs (−1, 1) | Quantile Transform | Quantile Normalize |
Ranked - Poisson Target | Poisson Regression | Type of Loss | MSE | MSE | MSE | MSE | MSE | MSE |
Total Loss | 1.280 | 2.000E+18 | 8.871E+17 | 8.850E+17 | 9.325E+17 | 1.280 | ||
Bias | 1.280 | 1.009E+18 | 2.303E+17 | 2.294E+17 | 2.537E+17 | 1.280 | ||
Variance | 0.000 | 9.907E+17 | 6.568E+17 | 6.568E+17 | 6.788E+17 | 0.000 | ||
Noise | 0.000 | 4.096E+03 | 0.000E+00 | 1.261E+15 | 1.024E+03 | 0.000 |