Covert Network Analysis for Key Player Detection and Event Prediction Using a Hybrid Classifier

Table 8

Comparison of hybrid classifier with existing ensemble methods.

Methods	Case study-I	Case study-II	Case study-III
KNN	84.35	80.09	81.32
GMM	87.72	84.38	87.50
SVM	88.03	81.25	93.75
AdaBoost	82.15	80.41	89.47
Bagging	86.78	81.57	90.72
RSM	86.13	82.61	87.03
Proposed hybrid classifier	91.52	88.73	95.91