Table 4 Results of pairwise post-hoc analysis using Holm’s test
Comparison | Statistic | Adjusted p value | Null hypothesis |
|---|---|---|---|
R2 | |||
GBR vs CBT | 8.43469 | 0.00000 | Rejected |
LGBM vs CBT | 5.90936 | 0.00000 | Rejected |
XGB vs CBT | 5.69224 | 0.00000 | Rejected |
XGB vs GBR | 2.74245 | 0.01829 | Rejected |
LGBM vs GBR | 2.52533 | 0.02312 | Rejected |
LGBM vs XGB | 0.21712 | 0.82811 | Accepted |
RMSE | |||
GBR vs CBT | 8.63897 | 0.00000 | Rejected |
LGBM vs CBT | 6.07266 | 0.00000 | Rejected |
XGB vs CBT | 5.92649 | 0.00000 | Rejected |
XGB vs GBR | 2.71248 | 0.02003 | Rejected |
LGBM vs GBR | 2.56631 | 0.02056 | Rejected |
LGBM vs XGB | 0.14617 | 0.88378 | Accepted |