Table 23 Blended Blind FL results (accuracy-based weights)—Adult dataset
Agent | Size | % 1s | Accuracy | Accuracy | Precision | Precision |
|---|---|---|---|---|---|---|
Pre-FL | Post-FL | Pre-FL | Post-FL | |||
1 | 20% | 75% | 0.9444 | 1.0000 | 1.0000 | 0.9642 |
2 | 20% | 94% | 0.9722 | 1.0000 | 1.0000 | 1.0000 |
3 | 20% | 78% | 0.9166 | 0.9722 | 0.9629 | 0.9642 |
4 | 20% | 78% | 0.9166 | 0.9444 | 0.9310 | 0.9642 |
5 | 20% | 78% | 0.8611 | 0.9444 | 0.8484 | 0.9333 |
Avg. | – | – | 0.9222 | 0.9722 | 0.9484 | 0.9652 |
1 | 13% | 63% | 0.4565 | 0.4782 | 1.0000 | 1.0000 |
2 | 30% | 80% | 0.3913 | 0.3913 | 1.0000 | 1.0000 |
3 | 21% | 87% | 0.2820 | 0.2948 | 1.0000 | 1.0000 |
4 | 11% | 61% | 0.5813 | 0.5813 | 0.7500 | 0.7500 |
5 | 24% | 81% | 0.2941 | 0.3333 | 1.0000 | 1.0000 |
Avg. | – | – | 0.4010 | 0.4158 | 0.9500 | 0.9500 |
1 | 4% | 75% | 0.4375 | 0.4375 | 1.0000 | 1.0000 |
2 | 5% | 68% | 0.3684 | 0.4210 | 0.6666 | 0.6666 |
3 | 45% | 77% | 0.3742 | 0.4049 | 0.8157 | 0.8333 |
4 | 13% | 51% | 0.5217 | 0.5434 | 0.6666 | 0.6666 |
5 | 32% | 85% | 0.2478 | 0.3076 | 0.9230 | 0.8750 |
Avg. | – | – | 0.3899 | 0.4229 | 0.8144 | 0.8083 |
1 | 1% | 25% | 0.5000 | 0.5000 | 0.3333 | 0.0000 |
2 | 5% | 72% | 0.3000 | 0.4000 | 1.0000 | 1.0000 |
3 | 45% | 78% | 0.3167 | 0.3540 | 0.7857 | 0.8823 |
4 | 14% | 53% | 0.4693 | 0.4897 | 0.5000 | 0.5000 |
5 | 35% | 89% | 0.1587 | 0.1746 | 0.8750 | 1.0000 |
Avg. | – | – | 0.3490 | 0.3837 | 0.6988 | 0.6765 |