Skip to main content
. 2020 Jan 28;10:1278. doi: 10.1038/s41598-020-57778-1

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