Table 9.
Average ranking of classifiers based on different classification performance metrics using the Friedman test with 7 degrees of freedom. (Note: the minimum value represents the better rank and is highlighted in bold).
| Classification algorithms | Average ranking of classification algorithms |
|
|---|---|---|
| Phase - I | Phase - II | |
| NB | 7.929 | 5.214 |
| DT | 7.071 | 5.714 |
| SVM (RBF Kernel) | 5.714 | 2.429 |
| KNN | 4.000 | 7.571 |
| SVM (Linear Kernel) | 3.714 | 4.071 |
| SVM (Poly Kernel) | 3.929 | 3.357 |
| ANN | 2.571 | 6.643 |
| Majority Voting | 1.071 | 1.000 |