Rental Price Regression on Melbourne Airbnb (test)
175.1Mean PI Widthnorm_targ_strng
Evaluation results
| Method | Links | ||
|---|---|---|---|
| norm_targ_strngFeature Set=External Numerical Features, CP Type=Standard, kNN=602024.10 | 175.1 | 92.4 | |
| norm_targ_strngFeature Set=External Numerical Features, CP Type=Mondrian, kNN=50, Bins=102024.10 | 182.6 | 91.2 | |
| norm_stdFeature Set=BERT-Only Features, CP Type=Standard, kNN=102024.10 | 190.9 | 90.6 | |
| norm_stdFeature Set=External Numerical Features, CP Type=Standard, kNN=202024.10 | 193.7 | 91.2 | |
| norm_targ_strngFeature Set=Numerical-Only Features, CP Type=Standard, kNN=202024.10 | 194.5 | 91.2 | |
| norm_targ_strngFeature Set=Categorical-Only Features, CP Type=Standard, kNN=302024.10 | 195.8 | 91.4 | |
| norm_targ_strngFeature Set=BERT-Only Features, CP Type=Standard, kNN=102024.10 | 198 | 90 | |
| norm_targ_strngFeature Set=Internal BERT, Categorical, Numerical, and Features, CP Type=Standard, kNN=702024.10 | 198.5 | 91.4 | |
| norm_stdFeature Set=Numerical-Only Features, CP Type=Standard, kNN=102024.10 | 198.8 | 89.8 | |
| norm_resFeature Set=External Numerical Features, CP Type=Mondrian, kNN=10, Bins=102024.10 | 207.4 | 92 | |
| norm_stdFeature Set=BERT-Only Features, CP Type=Mondrian, kNN=10, Bins=102024.10 | 208.6 | 89.8 | |
| norm_resFeature Set=BERT-Only Features, CP Type=Mondrian, kNN=10, Bins=102024.10 | 208.6 | 89.8 | |
| norm_targ_strngFeature Set=Numerical-Only Features, CP Type=Mondrian, kNN=10, Bins=102024.10 | 212.5 | 90.4 | |
| norm_stdFeature Set=Numerical-Only Features, CP Type=Mondrian, kNN=10, Bins=102024.10 | 213.4 | 89.6 | |
| norm_resFeature Set=Numerical-Only Features, CP Type=Mondrian, kNN=10, Bins=102024.10 | 214.4 | 89.6 | |
| norm_targ_strngFeature Set=Categorical-Only Features, CP Type=Mondrian, kNN=40, Bins=102024.10 | 214.6 | 90.4 | |
| norm_targ_strngFeature Set=Internal BERT, Categorical, Numerical, and Features, CP Type=Mondrian, kNN=50, Bins=102024.10 | 216.3 | 90.8 | |
| norm_stdFeature Set=External Numerical Features, CP Type=Mondrian, kNN=10, Bins=102024.10 | 217.7 | 90.7 | |
| norm_stdFeature Set=Internal BERT, Categorical, Numerical, and Features, CP Type=Standard, kNN=202024.10 | 220.8 | 90.2 | |
| norm_targ_strngFeature Set=BERT-Only Features, CP Type=Mondrian, kNN=20, Bins=102024.10 | 225.3 | 89.8 | |
| norm_stdFeature Set=Categorical-Only Features, CP Type=Standard, kNN=102024.10 | 228.6 | 90 | |
| norm_resFeature Set=Internal BERT, Categorical, Numerical, and Features, CP Type=Mondrian, kNN=10, Bins=102024.10 | 232.1 | 90.2 | |
| norm_stdFeature Set=Internal BERT, Categorical, Numerical, and Features, CP Type=Mondrian, kNN=20, Bins=102024.10 | 242.6 | 90 | |
| norm_resFeature Set=Categorical-Only Features, CP Type=Mondrian, kNN=10, Bins=102024.10 | 245.2 | 89.6 | |
| norm_stdFeature Set=Categorical-Only Features, CP Type=Mondrian, kNN=10, Bins=102024.10 | 248.3 | 89.8 |