Optimizing Computer Worm Detection Using Ensembles

Table 7

Performance comparison of the ensemble classifiers.

Algorithm	AUC
Gradient Boosting	0.997
Random Forest	0.970
Extra Trees Classifier	0.972
AdaBoost	0.993
Bagging	0.995
Stacking	0.986
Simple Averaging	0.987