Table 2. TPR with respect to different FPR.
FPR Classifier |
0.1 | 0.2 | 0.3 | 0.4 | 0.5 | 0.6 | 0.7 | 0.8 | 0.9 |
---|---|---|---|---|---|---|---|---|---|
LR | 0.180 | 0.355 | 0.460 | 0.590 | 0.665 | 0.760 | 0.855 | 0.910 | 0.960 |
NB | 0.135 | 0.250 | 0.375 | 0.535 | 0.640 | 0.725 | 0.800 | 0.865 | 0.940 |
mNB | 0.182 | 0.303 | 0.414 | 0.505 | 0.601 | 0.707 | 0.803 | 0.869 | 0.934 |
SVM | 0.215 | 0.381 | 0.500 | 0.595 | 0.665 | 0.754 | 0.835 | 0.915 | 0.965 |
cSVM | 0.249 | 0.410 | 0.570 | 0.695 | 0.765 | 0.835 | 0.885 | 0.920 | 0.970 |