Table 10 MSE and R2 value by linear regression, XG boost model and random forest model for Ni-G-MA.
Model | MSE | R2 |
|---|---|---|
Linear regression | 0.1161243 | 0.993144 |
Random Forest | 0.1561192 | 0.990783 |
XG Boost | 0.000988 | 0.999 |
Polynomial Regression (Order 2) | 0.1158841 | 0.993158 |
Polynomial Regression (Order 3) | 0.06209175 | 0.996334 |
Polynomial Regression (Order 4) | 0.06201943 | 0.996338 |
