Detecting Overlapping Data in System Logs Based on Ensemble Learning Method

Table 4

Performance results based on AdaBoost.

Algorithm	Performance metrics
	Accuracy	Precision	Recall		MCC
AB-LR	0.905	1.0	0.833	0.909	0.682
AB-LR (<0.65)	0.905	1.0	0.833	0.909	0.826
AB-DT	0.952	1.0	0.917	0.957	0.825
AB-DT (<0.65)	0.971	1.0	0.964	0.982	0.919
AB-NB	0.857	0.909	0.833	0.870	0.512
AB-NB (<0.65)	0.829	1.0	0.786	0.88	0.65