Agent | Size | % 1s | Accuracy | Accuracy | Precision | Precision |
---|---|---|---|---|---|---|
Pre-FL | Post-FL | Pre-FL | Post-FL | |||
1 | 20% | 67% | 0.9167 | 0.9722 | 0.9630 | 0.9655 |
2 | 20% | 61% | 0.9722 | 1.0000 | 1.0000 | 0.9231 |
3 | 20% | 72% | 0.7500 | 0.9722 | 0.7500 | 0.9643 |
4 | 20% | 78% | 0.8889 | 0.8889 | 0.9000 | 0.9000 |
5 | 20% | 72% | 0.9167 | 0.9444 | 0.9231 | 0.8621 |
Avg. | – | – | 0.8889 | 0.9556 | 0.9072 | 0.9230 |
1 | 13% | 63% | 0.3201 | 0.3537 | 0.8718 | 0.8333 |
2 | 30% | 80% | 0.3621 | 0.3793 | 0.8500 | 0.7143 |
3 | 21% | 87% | 0.3692 | 0.3754 | 0.9623 | 0.9730 |
4 | 11% | 61% | 0.4740 | 0.4805 | 0.9722 | 0.9259 |
5 | 24% | 81% | 0.3255 | 0.3458 | 0.8632 | 0.9111 |
Avg. | – | – | 0.3702 | 0.3869 | 0.9039 | 0.8715 |
1 | 4% | 75% | 0.3117 | 0.3247 | 0.8182 | 0.7000 |
2 | 5% | 68% | 0.2821 | 0.2821 | 1.0000 | 0.6667 |
3 | 45% | 77% | 0.3495 | 0.3774 | 0.8532 | 0.8514 |
4 | 13% | 51% | 0.5161 | 0.5215 | 0.8421 | 0.6429 |
5 | 32% | 85% | 0.2851 | 0.3050 | 0.8750 | 0.8980 |
Avg. | – | – | 0.3489 | 0.3621 | 0.8777 | 0.7518 |
1 | 1% | 25% | 0.5588 | 0.5882 | 0.3333 | 0.0000 |
2 | 5% | 72% | 0.2800 | 0.2800 | 1.0000 | 0.8000 |
3 | 45% | 78% | 0.3645 | 0.3862 | 0.8915 | 0.9506 |
4 | 14% | 53% | 0.4754 | 0.4809 | 0.7500 | 0.4667 |
5 | 35% | 89% | 0.2393 | 0.2935 | 0.8025 | 0.9028 |
Avg. | – | – | 0.3836 | 0.4057 | 0.7555 | 0.6240 |