Table 3.
SVM model results for all training sets for the training size 100 k
| Training set # | P | R | F | A |
|---|---|---|---|---|
| 1 | 0.9943 | 0.8012 | 0.8874 | 0.8983 |
| 2 | 0.9946 | 0.8004 | 0.887 | 0.8981 |
| 3 | 0.9946 | 0.8028 | 0.8884 | 0.8992 |
| 4 | 0.9939 | 0.7990 | 0.8859 | 0.8971 |
| 5 | 0.9938 | 0.7869 | 0.8784 | 0.8910 |
| 6 | 0.9938 | 0.8028 | 0.8881 | 0.8989 |
| 7 | 0.9941 | 0.7955 | 0.8838 | 0.8954 |
| 8 | 0.9939 | 0.8037 | 0.8888 | 0.8994 |
| 9 | 0.9933 | 0.8069 | 0.8905 | 0.9008 |
| 10 | 0.9941 | 0.8018 | 0.8876 | 0.8985 |