Regression Tasks
1.29RMSEHoeffdingTreeRegressor
Evaluation Results
| Method | Links | |
|---|---|---|
| HoeffdingTreeRegressorAdaptation Strategy=S42026.06 | 1.29 | |
| HoeffdingTreeRegressorAdaptation Strategy=S22026.06 | 1.39 | |
| HoeffdingTreeRegressorAdaptation Strategy=S32026.06 | 6.97 | |
| HoeffdingTreeRegressorAdaptation Strategy=S52026.06 | 6.97 | |
| HoeffdingTreeRegressorAdaptation Strategy=S62026.06 | 6.97 | |
| XGBRegressorAdaptation Strategy=S22026.06 | 8.173 | |
| RandomForestRegressorAdaptation Strategy=S22026.06 | 8.487 | |
| XGBRegressorAdaptation Strategy=S42026.06 | 9.236 | |
| RandomForestRegressorAdaptation Strategy=S42026.06 | 9.374 | |
| XGBRegressorAdaptation Strategy=S32026.06 | 9.556 | |
| XGBRegressorAdaptation Strategy=S52026.06 | 9.556 | |
| XGBRegressorAdaptation Strategy=S62026.06 | 9.556 | |
| kNNRegressorAdaptation Strategy=S22026.06 | 9.747 | |
| RandomForestRegressorAdaptation Strategy=S32026.06 | 9.753 | |
| RandomForestRegressorAdaptation Strategy=S52026.06 | 9.753 | |
| RandomForestRegressorAdaptation Strategy=S62026.06 | 9.753 | |
| ARFRegressorAdaptation Strategy=S22026.06 | 9.878 | |
| kNNRegressorAdaptation Strategy=S32026.06 | 9.939 | |
| kNNRegressorAdaptation Strategy=S52026.06 | 9.939 | |
| kNNRegressorAdaptation Strategy=S62026.06 | 9.939 | |
| kNNRegressorAdaptation Strategy=S42026.06 | 10.095 | |
| ARFRegressorAdaptation Strategy=S32026.06 | 10.45 | |
| ARFRegressorAdaptation Strategy=S52026.06 | 10.45 | |
| ARFRegressorAdaptation Strategy=S62026.06 | 10.45 | |
| ARFRegressorAdaptation Strategy=S42026.06 | 11.626 | |
| LinearRegressionAdaptation Strategy=S42026.06 | 13.893 | |
| kNNRegressorAdaptation Strategy=S12026.06 | 13.991 | |
| LinearRegressionAdaptation Strategy=S32026.06 | 14.493 | |
| LinearRegressionAdaptation Strategy=S52026.06 | 14.493 | |
| LinearRegressionAdaptation Strategy=S62026.06 | 14.493 | |
| RandomForestRegressorAdaptation Strategy=S12026.06 | 14.716 | |
| ARFRegressorAdaptation Strategy=S12026.06 | 14.946 | |
| XGBRegressorAdaptation Strategy=S12026.06 | 16.031 | |
| LinearRegressionAdaptation Strategy=S22026.06 | 22.918 | |
| LinearRegressionAdaptation Strategy=S12026.06 | 26.207 | |
| HoeffdingTreeRegressorAdaptation Strategy=S12026.06 | 15,345.422 |