No. | Models | Input Variables Used | RMSE | MAE | R |
---|---|---|---|---|---|
1 | Model 1 | X1, X2, X3 | 0.514 | 0.404 | 0.725 |
2 | Model 2 | X1, X2, X4 | 0.437 | 0.337 | 0.822 |
3 | Model 3 | X1, X4, X5 | 0.573 | 0.462 | 0.715 |
4 | Model 4 | X1, X6, X7 | 0.644 | 0.512 | 0.723 |
5 | Model 5 | X1, X2, X3, X4, X5 | 0.444 | 0.332 | 0.820 |
6 | Model 6 | X1, X2, X3, X6, X7 | 0.477 | 0.365 | 0.787 |
7 | Model 7 | X2, X3, X4 | 0.571 | 0.422 | 0.668 |
8 | Model 8 | X1, X2, X4 | 0.441 | 0.354 | 0.815 |