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