Table 3:
Training | Testing | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2016 | TP | FP | FN | Prec | Rec | F1 | TP | FP | FN | Prec | Rec | F1 |
Address | 501 | 2095 | 700 | 0.1930 | 0.4172 | 0.2639 | 380 | 1351 | 463 | 0.2195 | 0.4508 | 0.2953 |
Age | 1160 | 99 | 70 | 0.9214 | 0.9431 | 0.9321 | 730 | 67 | 34 | 0.9159 | 0.9555 | 0.9353 |
AlphaN. | 1031 | 445 | 163 | 0.6985 | 0.8635 | 0.7723 | 728 | 283 | 114 | 0.7201 | 0.8646 | 0.7858 |
Name | 3924 | 349 | 265 | 0.9183 | 0.9367 | 0.9274 | 2593 | 187 | 198 | 0.9327 | 0.9291 | 0.9309 |
2016 | TP | FP | FN | Prec | Rec | F1 | TP | FP | FN | Prec | Rec | F1 |
Address | 1598 | 2951 | 986 | 0.3513 | 0.6184 | 0.4481 | 1007 | 1643 | 580 | 0.3800 | 0.6345 | 0.4753 |
Age | 2586 | 378 | 844 | 0.8725 | 0.7539 | 0.8089 | 1641 | 255 | 569 | 0.8655 | 0.7425 | 0.7993 |
AlphaN. | 159 | 48 | 21 | 0.7681 | 0.8833 | 0.8217 | 125 | 45 | 13 | 0.7353 | 0.9058 | 0.8117 |
Name | 3034 | 721 | 337 | 0.8080 | 0.9000 | 0.8515 | 1990 | 400 | 212 | 0.8326 | 0.9037 | 0.8667 |