Symbol | Name | Threshold limit | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|---|---|
LOF | Friedman’s lack of fit | Low value | 0.016488 | 0.01648900 | 0.01683500 | 0.01705300 |
R2 | Co-efficient of determination of the training set | ≥ 0.6 | 0.94794 | 0.94793800 | 0.94684500 | 0.94615500 |
Radj2 | Adjusted R-squared | ≥ 0.6 | 0.935 | 0.93544300 | 0.93408800 | 0.93323200 |
Q2 | Cross-validation coefficient | ≥ 0.5 | 0.912 | 0.91105100 | 0.90975700 | 0.90712400 |
R2-Q2 | Difference between R2 and Q2 | < 0.3 | 0.012494 | 0.036887 | 0.037088 | 0.039031 |