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| Our Algorithm | BART | ||||||
Dataset | p | n | Non-interaction |
| Interaction |
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| Interaction |
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| FPR | FNR | FPR | FNR | FPR | FNR | FPR | FNR |
1 | 10 | 100 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
2 | 100 | 100 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 |
3 | 20 | 100 | 0.0 | 0.05 | 0.0 | 0.05 | 1.0 | 1.0 | 1.0 | 1.0 |
4 | 100 | 100 | 0.0 | 0.01 | 0.0 | 0.01 | 1.0 | 1.0 | 1.0 | 1.0 |
1 | 150 | 100 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 |
4 | 150 | 100 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 |
1 | 200 | 100 | 0.01 | 0.0 | 0.0 | 0.0 | NA | NA | NA | NA |
4 | 200 | 100 | 0.0 | 0.0 | 0.0 | 0.0 | NA | NA | NA | NA |