| SVM | MyC | RIPPER | C4.5 | ||||
---|---|---|---|---|---|---|---|---|
Cost | Sens. | Spec. | Sens. | Spec. | Sens. | Spec. | Sens. | Spec. |
1 | 0.86 | 0.78 | 0.90 | 0.68 | 0.93 | 0.67 | 0.89 | 0.71 |
10 | 0.87 | 0.78 | 0.95 | 0.54 | 0.93 | 0.68 | 0.92 | 0.69 |
25 | 0.87 | 0.79 | 0.96 | 0.47 | 0.93 | 0.67 | 0.92 | 0.69 |
50 | 0.87 | 0.79 | 0.96 | 0.47 | 0.93 | 0.67 | 0.91 | 0.66 |
100 | 0.87 | 0.79 | 0.96 | 0.47 | 0.93 | 0.67 | 0.92 | 0.66 |
200 | 0.87 | 0.79 | 0.96 | 0.47 | 0.93 | 0.67 | 0.92 | 0.66 |
400 | 0.87 | 0.79 | 1.00 | 0.09 | 0.97 | 0.24 | 0.99 | 0.12 |
800 | 0.87 | 0.79 | 1.00 | 0.00 | 1.00 | 0.00 | 1.00 | 0.00 |
1000 | 0.87 | 0.79 | 1.00 | 0.00 | 1.00 | 0.00 | 1.00 | 0.00 |