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ResearchFormerly WizWand

Regression on Regression streams with controlled distribution shift

7.59R2HoeffdingTreeRegressor
-15.3836-9.4193-3.4552.5093Jun 20, 2026
Updated 4mo ago

Evaluation results

MethodLinks
HoeffdingTreeRegressorStrategy=S12026.067.59
HoeffdingTreeRegressorStrategy=S32026.065.03
HoeffdingTreeRegressorStrategy=S52026.065.03
HoeffdingTreeRegressorStrategy=S62026.065.03
HoeffdingTreeRegressorStrategy=S22026.061.43
HoeffdingTreeRegressorStrategy=S42026.061.27
XGBRegressorStrategy=S22026.060.49
RandomForestRegressorStrategy=S22026.060.418
ARFRegressorStrategy=S22026.060.385
kNNRegressorStrategy=S22026.060.365
kNNRegressorStrategy=S32026.060.263
kNNRegressorStrategy=S52026.060.263
kNNRegressorStrategy=S62026.060.263
kNNRegressorStrategy=S42026.060.222
ARFRegressorStrategy=S32026.060.176
ARFRegressorStrategy=S52026.060.176
ARFRegressorStrategy=S62026.060.176
ARFRegressorStrategy=S42026.060.143
RandomForestRegressorStrategy=S42026.060.064
RandomForestRegressorStrategy=S32026.06-0.009
RandomForestRegressorStrategy=S52026.06-0.009
RandomForestRegressorStrategy=S62026.06-0.009
XGBRegressorStrategy=S42026.06-0.073
XGBRegressorStrategy=S32026.06-0.102
XGBRegressorStrategy=S52026.06-0.102
XGBRegressorStrategy=S62026.06-0.102
kNNRegressorStrategy=S12026.06-0.288
ARFRegressorStrategy=S12026.06-0.331
LinearRegressionStrategy=S42026.06-2.642
LinearRegressionStrategy=S32026.06-2.847
LinearRegressionStrategy=S52026.06-2.847
LinearRegressionStrategy=S62026.06-2.847
RandomForestRegressorStrategy=S12026.06-2.859
XGBRegressorStrategy=S12026.06-4.659
LinearRegressionStrategy=S22026.06-4.792
LinearRegressionStrategy=S12026.06-14.5