| dataset,,dbpedia_accuracy,dbpedia_accuracy,factbench,factbench |
| part,,design,fresh splits,design,fresh splits |
| view,method,,,, |
| C missing (natural),GBDT reference,0.6301,0.5971,, |
| C missing (natural),correct,0.5726,0.572,, |
| C missing (natural),mean,0.5823,0.5742,, |
| C missing (natural),native,0.6002,0.5795,, |
| C missing (natural),zero (proposed),0.5846,0.5755,, |
| S missing (natural),GBDT reference,,,0.9718, |
| S missing (natural),correct,,,0.5355, |
| S missing (natural),mean,,,0.6141, |
| S missing (natural),native,,,0.9235, |
| S missing (natural),zero (proposed),,,0.6133, |
| S_sup missing (natural),GBDT reference,0.6137,0.541,, |
| S_sup missing (natural),correct,0.5976,0.5357,, |
| S_sup missing (natural),mean,0.6161,0.5296,, |
| S_sup missing (natural),native,0.6191,0.5365,, |
| S_sup missing (natural),zero (proposed),0.6214,0.5329,, |
| T missing (natural),GBDT reference,,0.475,0.9164,0.9429 |
| T missing (natural),correct,,0.5,0.7967,0.7476 |
| T missing (natural),mean,,0.4513,0.8279,0.7965 |
| T missing (natural),native,,0.4914,0.8514,0.8239 |
| T missing (natural),zero (proposed),,0.4509,0.8307,0.7953 |
| W missing (natural),GBDT reference,,,0.9956,1.0 |
| W missing (natural),correct,,,0.9986,0.9985 |
| W missing (natural),mean,,,0.9929,0.9882 |
| W missing (natural),native,,,0.9925,0.9836 |
| W missing (natural),zero (proposed),,,0.9936,0.9882 |
| all,GBDT reference,0.4943,0.5019,0.9814,0.9836 |
| all,correct,0.4615,0.49,0.9039,0.894 |
| all,mean,0.4672,0.4937,0.9288,0.9276 |
| all,native,0.4755,0.497,0.9511,0.9526 |
| all,zero (proposed),0.4697,0.4945,0.9285,0.928 |
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