Table 4.
Comparison of the correlation coefficient of PreDBA with other algorithm combinations in the stacking model.
SS | Double I | Double II | Double III | MISC | Average | |
---|---|---|---|---|---|---|
GBRT | 0.872 | 0.792 | 0.711 | 0.801 | 0.762 | 0.79 |
AdaR | 0.757 | 0.536 | 0.501 | 0.577 | 0.704 | 0.62 |
BagR | 0.736 | 0.554 | 0.514 | 0.587 | 0.694 | 0.62 |
GBRT+AdaR | 0.874 | 0.792 | 0.713 | 0.783 | 0.756 | 0.78 |
AdaR+BagR | 0.772 | 0.634 | 0.652 | 0.602 | 0.732 | 0.68 |
GBRT+BagR | 0.904 | 0.765 | 0.732 | 0.795 | 0.806 | 0.80 |
GBRT+AdaR+BagR(PreDBA) | 0.940 | 0.829 | 0.752 | 0.843 | 0.834 | 0.84 |