From: An efficient hybrid system for anomaly detection in social networks
Algorithms | Recall | Precision | F-Measure | Accuracy |
---|---|---|---|---|
KNN (K=10) | 0.854452 | 0.853477 | 0.853964 | 0.838332 |
NBC | 0.979729 | 0.620542 | 0.759825 | 0.835821 |
SVM | 0.859259 | 0.661912 | 0.747784 | 0.813134 |
C4.5 | 0.998808 | 0.603312 | 0.752244 | 0.823811 |
Random Forest | 0.829763 | 0.789699 | 0.809236 | 0.835623 |
DT-SVMNB | 0.904228 | 0.754500 | 0.822606 | 0.855729 |