Table 8.
Statistical comparison of F-KNN with other classifiers over different performance metrics
Classifier model | Accuracy (%) | Sensitivity (%) | Specificity (%) | Precision(%) |
---|---|---|---|---|
F-KNN | 85.7 | 85.5 | 84.8 | 83.93 |
M-KNN | 83.9 | 81.9 | 80.7 | 78.9 |
K-NN | 77.7 | 75.4 | 74.21 | 69.5 |
Decision tree | 75.3 | 75.6 | 75.7 | 75.5 |
Random forest | 74.4 | 72.8 | 73.1 | 71.4 |
Logistic regression | 72.5 | 72.3 | 72.3 | 71.9 |