Research Article

Detecting Overlapping Data in System Logs Based on Ensemble Learning Method

Table 3

Performance results based on traditional machine learning.

AlgorithmPerformance metrics
AccuracyPrecisionRecallMCC

LR0.8570.8460.9170.8800.5
LR (<0.65)0.9140.9310.9640.9470.742
DT0.8570.8110.7500.8570.507
DT (<0.65)0.9710.920.8210.8680.565
NB0.7610.7330.9170.8150.232
NB (<0.65)0.8290.8241.00.9030.343