Table 13 Performance metrics comparison
Algorithm | Performance Metrics | ||||
|---|---|---|---|---|---|
Accuracy | Recall | Precision | F Measure | Error Rate | |
K-means | 98.06% | 98.22% | 99.82% | 99.01% | 1.50% |
Box Plot | 96.33% | 97.03% | 99.41% | 98.26% | 3.37% |
Z-score | 98.39% | 99.06% | 99.31% | 99.18% | 1.57% |
VEDAS [74] | 97.61% | 98.55% | 99.02% | 98.77% | 2.38% |
Fuzzy [76] | 98.22% | 99.84% | 98.36% | 99.10% | 1.78% |
Backpropagation [14] | 99.34% | 100.00% | 99.43% | 99.72% | 0.57% |
Join Driving [55] | 95.45% | 100.00% | 92.31% | 96.00% | 4.55% |
Naïve Bayes classifier [56] | 81.82% | 90.91% | 76.92% | 83.33% | 18.18% |