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ResearchFormerly WizWand

Regression on Regression Tasks under Controlled Distribution Shift

0.377Average MAEXGBRegressor
0.328120.658060.9881.31794Jun 20, 2026
Updated 4mo ago

Evaluation results

MethodLinks
XGBRegressorStrategy=S22026.060.377
RandomForestRegressorStrategy=S22026.060.402
ARFRegressorStrategy=S22026.060.411
kNNRegressorStrategy=S22026.060.422
ARFRegressorStrategy=S32026.060.462
ARFRegressorStrategy=S52026.060.462
ARFRegressorStrategy=S62026.060.462
kNNRegressorStrategy=S32026.060.475
kNNRegressorStrategy=S52026.060.475
kNNRegressorStrategy=S62026.060.475
ARFRegressorStrategy=S42026.060.476
kNNRegressorStrategy=S42026.060.488
kNNRegressorStrategy=S12026.060.515
ARFRegressorStrategy=S12026.060.516
HoeffdingTreeRegressorStrategy=S12026.060.59
RandomForestRegressorStrategy=S42026.060.599
HoeffdingTreeRegressorStrategy=S32026.060.644
HoeffdingTreeRegressorStrategy=S52026.060.644
HoeffdingTreeRegressorStrategy=S62026.060.644
RandomForestRegressorStrategy=S32026.060.653
RandomForestRegressorStrategy=S52026.060.653
RandomForestRegressorStrategy=S62026.060.653
HoeffdingTreeRegressorStrategy=S42026.060.664
HoeffdingTreeRegressorStrategy=S22026.060.673
XGBRegressorStrategy=S42026.060.698
XGBRegressorStrategy=S32026.060.711
XGBRegressorStrategy=S52026.060.711
XGBRegressorStrategy=S62026.060.711
LinearRegressionStrategy=S42026.060.981
LinearRegressionStrategy=S32026.061
LinearRegressionStrategy=S52026.061
LinearRegressionStrategy=S62026.061
RandomForestRegressorStrategy=S12026.061.005
XGBRegressorStrategy=S12026.061.207
LinearRegressionStrategy=S22026.061.22
LinearRegressionStrategy=S12026.061.599