Recalibration on Synthetic Label Shift from D(0.5) to D(0.1) np=10^3, nq=10^2 (test)
0.0002RcalCOMPOSITE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| COMPOSITEEstimator=h_Q2023.05 | 0.0002 | 0.0032 | 0.0034 | 0.0127 | |
| TARGETEstimator=h_Q_target, Recalibration Bins (B)=n_q^(1/3)2023.05 | 0.002 | 0.049 | 0.051 | 0.06 | |
| SOURCEEstimator=h_P, Recalibration Bins (B)=n_p^(1/3)2023.05 | 0.016 | 0.0032 | 0.019 | 0.029 | |
| LABEL-SHIFTEstimator=g_hat, Notes=Applying injective g_hat2023.05 | 0.026 | 0 | 0.026 | 0.035 |