Data | Model | Normalization | None | Z-standard | Min-Max | MaxAbs (−1, 1) | Quantile Transform | Quantile Normalize |
Mixed Data - Continuous Target | Linear | Type of Loss | MSE | MSE | MSE | MSE | MSE | MSE |
Total Loss | 0.367 | 3,086,898,153,055,320,000.000 | 5,568,986.309 | 2121588770.884 | 1,895,990,182.853 | 0.363 | ||
Bias | 0.362 | 2,060,070,195,326,140,000.000 | 5,568,970.874 | 2121584456.477 | 886.312 | 0.355 | ||
Variance | 0.005 | 1,026,827,957,729,170,000.000 | 15.435 | 15.435 | 1,895,989,296.541 | 0.008 |