Regression on Regression streams with controlled distribution shift
7.59R2HoeffdingTreeRegressor
Evaluation Results
| Method | Links | |
|---|---|---|
| HoeffdingTreeRegressorStrategy=S12026.06 | 7.59 | |
| HoeffdingTreeRegressorStrategy=S32026.06 | 5.03 | |
| HoeffdingTreeRegressorStrategy=S52026.06 | 5.03 | |
| HoeffdingTreeRegressorStrategy=S62026.06 | 5.03 | |
| HoeffdingTreeRegressorStrategy=S22026.06 | 1.43 | |
| HoeffdingTreeRegressorStrategy=S42026.06 | 1.27 | |
| XGBRegressorStrategy=S22026.06 | 0.49 | |
| RandomForestRegressorStrategy=S22026.06 | 0.418 | |
| ARFRegressorStrategy=S22026.06 | 0.385 | |
| kNNRegressorStrategy=S22026.06 | 0.365 | |
| kNNRegressorStrategy=S32026.06 | 0.263 | |
| kNNRegressorStrategy=S52026.06 | 0.263 | |
| kNNRegressorStrategy=S62026.06 | 0.263 | |
| kNNRegressorStrategy=S42026.06 | 0.222 | |
| ARFRegressorStrategy=S32026.06 | 0.176 | |
| ARFRegressorStrategy=S52026.06 | 0.176 | |
| ARFRegressorStrategy=S62026.06 | 0.176 | |
| ARFRegressorStrategy=S42026.06 | 0.143 | |
| RandomForestRegressorStrategy=S42026.06 | 0.064 | |
| 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 |