Table 7:
Training | Testing | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2014 | TP | FP | FN | Prec | Rec | F1 | TP | FP | FN | Prec | Rec | F1 |
Date | 7263 | 35 | 232 | 0.9952 | 0.9690 | 0.9820 | 4838 | 18 | 142 | 0.9963 | 0.9715 | 0.9837 |
eAddress | 6 | 0 | 0 | 1.0000 | 1.0000 | 1.0000 | 1 | 0 | 0 | 1.0000 | 1.0000 | 1.0000 |
IDs | 880 | 303 | 1 | 0.7439 | 0.9989 | 0.8527 | 625 | 107 | 0 | 0.8538 | 1.0000 | 0.9211 |
PhoneFax | 317 | 30 | 0.9906 | 1.0000 | 0.9953 | 216 | 1 | 1 | 0.9954 | 0.9954 | 0.9954 | |
Profession | 233 | 2 | 1 | 0.9915 | 0.9957 | 0.9936 | 178 | 4 | 1 | 0.9780 | 0.9944 | 0.9861 |
2016 | TP | FP | FN | Prec | Rec | F1 | TP | FP | FN | Prec | Rec | F1 |
Date | 5390 | 24 | 333 | 0.9956 | 0.9418 | 0.9679 | 1066 | 5 | 53 | 0.9953 | 0.9526 | 0.9735 |
eAddress | 7 | 8 | 0 | 0.4667 | 1.0000 | 0.6364 | 2 | 1 | 0 | 0.6667 | 1.0000 | 0.8000 |
IDs | 44 | 26 | 0 | 0.6286 | 1.0000 | 0.7719 | 4 | 1 | 0 | 0.8000 | 1.0000 | 0.8889 |
PhoneFax | 147 | 1 | 0 | 0.9932 | 1.0000 | 0.9966 | 42 | 0 | 0 | 1.0000 | 1.0000 | 1.0000 |
Profession | 1464 | 144 | 7 | 0.9104 | 0.9952 | 0.9510 | 355 | 30 | 1 | 0.9221 | 0.9972 | 0.9582 |