Table 5 Statistical tests comparing ensemble vs. baseline classifiers.
Comparison | t-test (p-value) | Wilcoxon test (p-value) | Significance |
|---|---|---|---|
Ensemble vs. KNN | 0.002 | 0.003 | Significant |
Ensemble vs. AdaBoost | 0.008 | 0.011 | Significant |
Ensemble vs. SVM | 0.022 | 0.028 | Significant |
Ensemble vs. RF | 0.001 | 0.002 | Significant |
Ensemble vs. BPN | 0.009 | 0.014 | Significant |
