Table 6 Comparison of the p-values from the Student’s paired t-test between the proposed ensemble stacking and other baseline estimators (DAViS-A-w-c), with \(\alpha\) = 0.05
Base estimator | MAPE | DA |
|---|---|---|
Linear regression | < 0.05 | < 0.05 |
Bayesian ridge | 0.056 | < 0.05 |
Decision tree | < 0.05 | < 0.05 |
Random forest | < 0.05 | < 0.05 |
K-Neighbors | < 0.05 | < 0.05 |
AdaBoost | < 0.05 | < 0.05 |
Gradient Boost | < 0.05 | < 0.05 |
XGBoost | 0.470 | < 0.05 |