Table 6:
Training | Testing | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
eAddress | 3 | 1 | 3 | 0.7500 | 0.5000 | 0.6000 | 1 | 1 | 0 | 0.5000 | 1.0000 | 0.6667 |
IDs | 535 | 227 | 343 | 0.7021 | 0.6093 | 0.6524 | 387 | 156 | 238 | 0.7127 | 0.6192 | 0.6627 |
PhoneFax | 164 | 550 | 152 | 0.2297 | 0.5190 | 0.3184 | 127 | 341 | 90 | 0.2714 | 0.5853 | 0.3708 |
Profession | 174 | 151 | 60 | 0.5354 | 0.7436 | 0.6225 | 127 | 95 | 52 | 0.5721 | 0.7095 | 0.6334 |
2016 | TP | FP | FN | Prec | Rec | F1 | TP | FP | FN | Prec | Rec | F1 |
eAddress | 3 | 1 | 2 | 0.7500 | 0.6000 | 0.6667 | 7 | 3 | 1 | 0.7000 | 0.8750 | 0.7778 |
IDs | 30 | 32 | 13 | 0.4839 | 0.6977 | 0.5714 | 22 | 19 | 9 | 0.5366 | 0.7097 | 0.6111 |
PhoneFax | 126 | 19 | 11 | 0.8690 | 0.9197 | 0.8936 | 100 | 29 | 7 | 0.7752 | 0.9346 | 0.8475 |
Profession | 706 | 1141 | 652 | 0.3822 | 0.5199 | 0.4406 | 478 | 707 | 483 | 0.4034 | 0.4974 | 0.4455 |