Table 3.
FT-1 | FT-2 | FT-3 | NB | SVM | SMO | Dec Table | |
---|---|---|---|---|---|---|---|
Accuracy (%) | 88.91 | 90.24 | 88.99 | 84.10 | 85.66 | 86.00 | 84.47 |
F-Measure | 0.890 | 0.903 | 0.891 | 0.825 | 0.825 | 0.846 | 0.839 |
AUC | 0.950 | 0.970 | 0.910 | 0.948 | 0.867 | 0.900 | 0.954 |
TP-Rate | 0.889 | 0.902 | 0.890 | 0.841 | 0.857 | 0.860 | 0.845 |
FP-Rate | 0.074 | 0.074 | 0.071 | 0.120 | 0.123 | 0.109 | 0.110 |
MCC | 0.810 | 0.826 | 0.817 | 0.722 | 0.734 | 0.757 | 0.737 |