From: An efficient hybrid system for anomaly detection in social networks
Algorithms | Recall | Precision | F-Measure | Accuracy |
---|---|---|---|---|
KNN (K=10) | 0.936120 | 0.983026 | 0.959000 | 0.951073 |
NBC | 0.973680 | 0.947904 | 0.960619 | 0.956849 |
SVM | 0.963492 | 0.965959 | 0.964724 | 0.959741 |
C4.5 | 0.931444 | 0.997881 | 0.963519 | 0.966161 |
Random Forest | 0.959831 | 0.983749 | 0.971643 | 0.975035 |
DT-SVMNB | 0.96609 | 0.985876 | 0.975883 | 0.978178 |