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