Table 4:
Training | Testing | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2014 | TP | FP | FN | Prec | Rec | F1 | TP | FP | FN | Prec | Rec | F1 |
Address | 1197 | 26 | 5 | 0.9787 | 0.9958 | 0.9872 | 840 | 25 | 3 | 0.9711 | 0.9964 | 0.9836 |
Age | 1224 | 30 | 9 | 0.9761 | 0.9927 | 0.9843 | 758 | 13 | 6 | 0.9831 | 0.9921 | 0.9876 |
AlphaN. | 1196 | 307 | 2 | 0.7957 | 0.9983 | 0.8856 | 839 | 110 | 3 | 0.8841 | 0.9964 | 0.9369 |
Name | 4189 | 46 | 3 | 0.9891 | 0.9993 | 0.9942 | 2788 | 45 | 3 | 0.9841 | 0.9989 | 0.9915 |
2016 | TP | FP | FN | Prec | Rec | F1 | TP | FP | FN | Prec | Rec | F1 |
Address | 2784 | 65 | 7 | 0.9772 | 0.9975 | 0.9872 | 577 | 15 | 1 | 0.9747 | 0.9983 | 0.9863 |
Age | 3605 | 38 | 32 | 0.9896 | 0.9912 | 0.9904 | 752 | 6 | 17 | 0.9921 | 0.9779 | 0.9849 |
AlphaN. | 191 | 27 | 0 | 0.8761 | 1.0000 | 0.9340 | 46 | 1 | 0 | 0.9787 | 1.0000 | 0.9892 |
Name | 3660 | 66 | 6 | 0.9823 | 0.9984 | 0.9903 | 757 | 4 | 0 | 0.9947 | 1.0000 | 0.9974 |