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