Table 13.
Statistical analysis of the classifiers by accuracy of the model based on paired Wilcoxon test with p-value 0.05.
| Classifiers | p-Value | Z-Value | W-Value | Comparison |
|---|---|---|---|---|
| RandomForest/GBT | 0.0151 | −2.4303 | 21 | Significant at p < 0.05. |
| RandomForest/AdaBoost | 0.00001 | −4.7821 | 0 | Significant at p < 0.05. |
| RandomForest/DNN | 0.31732 | −1.0032 | 136 | Not significant at p < 0.05 |
| AdaBoost/DNN | 0.00001 | −4.7821 | 0 | Significant at p < 0.05. |
| AdaBoost/GBT | 0.00001 | −4.7821 | 0 | Significant at p < 0.05. |
| DNN/GBT | 0.71884 | −0.362 | 61 | Not significant at p < 0.05. |