Proportional differences when artificial and source selections scores are assigned to documents
| MMs random forest | GMs linear regression | ||
|---|---|---|---|
| MAP@100 | CORI | +17.2% | −38.9%‡ |
| SSL | +34.3% | −30%† | |
| SAFE | +38.1% | −28%* | |
| PRES@100 | CORI | +37.8%‡ | +25.9%‡ |
| SSL | +23.3%† | +12.7% | |
| SAFE | +21.5%* | +11% | |
| RECALL@100 | CORI | +39%‡ | +28.1%‡ |
| SSL | +23.3%† | +13.7% | |
| SAFE | +21%* | +11.5% |
| MMs random forest | GMs linear regression | ||
|---|---|---|---|
| MAP@100 | CORI | +17.2% | −38.9%‡ |
| SSL | +34.3% | −30%† | |
| SAFE | +38.1% | −28%* | |
| PRES@100 | CORI | +37.8%‡ | +25.9%‡ |
| SSL | +23.3%† | +12.7% | |
| SAFE | +21.5%* | +11% | |
| RECALL@100 | CORI | +39%‡ | +28.1%‡ |
| SSL | +23.3%† | +13.7% | |
| SAFE | +21%* | +11.5% |
Notes: Asterisk (*), dagger (†) and double-dagger (‡) represent statistical significance at the 90%, 95% and 99% confidence intervals, respectively.
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