Table 19 Blended Blind FL results (constant weights)—Adult dataset
Agent | Size | % 1s | Accuracy | Accuracy | Precision | Precision |
|---|---|---|---|---|---|---|
Pre-FL | Post-FL | Pre-FL | Post-FL | |||
1 | 20% | 75% | 0.9166 | 0.9444 | 0.9285 | 0.9285 |
2 | 20% | 69% | 0.6944 | 0.9722 | 0.7333 | 0.9615 |
3 | 20% | 69% | 0.9444 | 0.9444 | 0.9259 | 0.8620 |
4 | 20% | 86% | 0.9444 | 0.9722 | 0.9677 | 1.0000 |
5 | 20% | 83% | 0.9722 | 0.9722 | 0.9677 | 0.9677 |
Avg. | – | – | 0.8944 | 0.9611 | 0.9046 | 0.9439 |
1 | 13% | 63% | 0.5000 | 0.5217 | 1.0000 | 1.0000 |
2 | 30% | 80% | 0.3043 | 0.3478 | 1.0000 | 1.0000 |
3 | 21% | 87% | 0.3077 | 0.3205 | 1.0000 | 1.0000 |
4 | 11% | 61% | 0.5581 | 0.6047 | 0.6000 | 1.0000 |
5 | 24% | 81% | 0.3137 | 0.3529 | 0.8696 | 0.9005 |
Avg. | – | – | 0.3968 | 0.4295 | 0.8939 | 0.9810 |
1 | 4% | 75% | 0.3125 | 0.3125 | 1.0000 | 0.0000 |
2 | 5% | 68% | 0.4210 | 0.4210 | 1.0000 | 0.6666 |
3 | 45% | 77% | 0.3374 | 0.3680 | 0.8214 | 0.9285 |
4 | 13% | 51% | 0.5217 | 0.5434 | 1.0000 | 1.0000 |
5 | 32% | 85% | 0.2991 | 0.3076 | 0.8695 | 0.8000 |
Avg. | – | – | 0.3783 | 0.3905 | 0.9381 | 0.6790 |
1 | 1% | 25% | 0.3333 | 0.3333 | 0.0000 | 0.0000 |
2 | 5% | 72% | 0.3500 | 0.3500 | 1.0000 | 1.0000 |
3 | 45% | 78% | 0.3105 | 0.3354 | 0.8000 | 0.8461 |
4 | 14% | 53% | 0.5102 | 0.5102 | 0.6666 | 0.2500 |
5 | 35% | 89% | 0.1904 | 0.1904 | 1.0000 | 1.0000 |
Avg. | – | – | 0.3389 | 0.3438 | 0.6933 | 0.6192 |