Agent | Size | % 1s | Accuracy | Accuracy | Precision | Precision |
---|---|---|---|---|---|---|
Pre-FL | Post-FL | Pre-FL | Post-FL | |||
1 | 20% | 69% | 0.9722 | 0.9722 | 0.9630 | 0.9630 |
2 | 20% | 78% | 0.8889 | 0.9722 | 1.0000 | 1.0000 |
3 | 20% | 86% | 0.9444 | 0.9722 | 1.0000 | 1.0000 |
4 | 20% | 78% | 0.9444 | 0.9444 | 0.9355 | 0.9355 |
5 | 20% | 69% | 0.8889 | 0.9444 | 0.8571 | 0.9231 |
Avg. | – | – | 0.9278 | 0.9611 | 0.9511 | 0.9643 |
1 | 13% | 63% | 0.3834 | 0.4233 | 0.8667 | 0.8846 |
2 | 30% | 80% | 0.3140 | 0.3719 | 0.8182 | 0.7857 |
3 | 21% | 87% | 0.4182 | 0.4303 | 0.9194 | 0.9020 |
4 | 11% | 61% | 0.3462 | 0.3718 | 0.8750 | 0.9286 |
5 | 24% | 81% | 0.3175 | 0.3794 | 0.7700 | 0.8434 |
Avg. | – | – | 0.3559 | 0.3953 | 0.8498 | 0.8688 |
1 | 4% | 75% | 0.3023 | 0.3256 | 1.0000 | 1.0000 |
2 | 5% | 68% | 0.2319 | 0.3188 | 0.8000 | 1.0000 |
3 | 45% | 77% | 0.3191 | 0.3418 | 0.7479 | 0.7705 |
4 | 13% | 51% | 0.4681 | 0.4681 | 0.5769 | 0.4500 |
5 | 32% | 85% | 0.2766 | 0.2901 | 0.9189 | 0.9057 |
Avg. | – | – | 0.3740 | 0.3970 | 0.7478 | 0.6386 |
1 | 1% | 25% | 0.6667 | 0.6667 | 0.7143 | 0.6667 |
2 | 5% | 72% | 0.2949 | 0.3462 | 0.8750 | 1.0000 |
3 | 45% | 78% | 0.2889 | 0.3306 | 0.7727 | 0.8415 |
4 | 14% | 53% | 0.5829 | 0.6203 | 0.9091 | 0.9615 |
5 | 35% | 89% | 0.2893 | 0.3092 | 0.9625 | 0.9710 |
Avg. | – | – | 0.4245 | 0.4546 | 0.8467 | 0.8881 |