Detecting Overlapping Data in System Logs Based on Ensemble Learning Method

Table 3

Performance results based on traditional machine learning.

Algorithm	Performance metrics
	Accuracy	Precision	Recall		MCC
LR	0.857	0.846	0.917	0.880	0.5
LR (<0.65)	0.914	0.931	0.964	0.947	0.742
DT	0.857	0.811	0.750	0.857	0.507
DT (<0.65)	0.971	0.92	0.821	0.868	0.565
NB	0.761	0.733	0.917	0.815	0.232
NB (<0.65)	0.829	0.824	1.0	0.903	0.343