G-mean | ||||
---|---|---|---|---|
Classification algorithm | Nothing : base line | AdaboostM1 | SMOTE | LVQ-SMOTE |
NaiveBayes | 76.25% | 77.34% | 78.54% | 78.94% |
Logistic Tree | 72.88% | 74.21% | 81.21% | 83.64% |
Neural Network | 75.24% | 79.62% | 80.44% | 80.24% |
SVM | 72.65% | 73.31% | 80.92% | 83.22% |
RandomForest | 75.34% | 78.96% | 79.47% | 80.68% |
OLVQ3 | 75.76% | 74.35% | 80.88% | 82.55% |