High-value data removal on covertype
-0.022WADLOO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LOOModel=Logistic Regression (LR)2026.05 | -0.022 | 0.052 | 0.667 | |
| LOOEvaluation Model=NB2026.05 | 0.001 | 0.024 | 0.384 | |
| Beta-ShapleyModel=Logistic Regression (LR)2026.05 | 0.179 | 0.172 | 2.19 | |
| Beta-ShapleyEvaluation Model=NB2026.05 | 0.184 | 0.147 | 0.899 | |
| TMC-ShapleyModel=Logistic Regression (LR)2026.05 | 0.235 | 0.215 | 2.129 | |
| TMC-ShapleyEvaluation Model=NB2026.05 | 0.245 | 0.16 | 1.217 | |
| TDSEvaluation Model=NB2026.05 | 0.302 | 0.222 | 1.867 | |
| TDS-improvedEvaluation Model=NB2026.05 | 0.314 | 0.223 | 1.573 | |
| TDS-improvedModel=Logistic Regression (LR)2026.05 | 0.324 | 0.3 | 2.839 | |
| TDSModel=Logistic Regression (LR)2026.05 | 0.328 | 0.305 | 2.425 | |
| MS-TDSEvaluation Model=NB2026.05 | 0.337 | 0.253 | 1.867 | |
| MS-TDSModel=Logistic Regression (LR)2026.05 | 0.367 | 0.338 | 3.463 |