Table 2.
Results classification methods
Method | Algorithm | TPRATE | FPRATE | PRECISION | RECALL |
---|---|---|---|---|---|
DT | J48 | 70,7% | 29,2% | 72,0% | 69,2% |
RandomForest | 73,7% | 26,2% | 73,8% | 73,7% | |
NB | NaiveBayes | 69,7% | 30,4% | 69,7% | 69,7% |
NaiveBayesSimple | 69,7% | 30,4% | 69,7% | 69,7% | |
SVM | SMO - PoliKernel | 70,7% | 29,3% | 70,7% | 70,7% |
SMO - RBF Kernel | 69,9% | 30,3% | 70,3% | 69,9% |