Research Article

Detecting Overlapping Data in System Logs Based on Ensemble Learning Method

Table 4

Performance results based on AdaBoost.

AlgorithmPerformance metrics
AccuracyPrecisionRecallMCC

AB-LR0.9051.00.8330.9090.682
AB-LR (<0.65)0.9051.00.8330.9090.826
AB-DT0.9521.00.9170.9570.825
AB-DT (<0.65)0.9711.00.9640.9820.919
AB-NB0.8570.9090.8330.8700.512
AB-NB (<0.65)0.8291.00.7860.880.65