skada.DensityReweight
- skada.DensityReweight(base_estimator=None, weight_estimator=None)[source]
Density re-weighting pipeline adapter and estimator.
- Parameters:
- base_estimatorsklearn estimator, default=None
estimator used for fitting and prediction
- weight_estimatorestimator object, optional
The estimator to use to estimate the densities of source and target observations. If None, a KernelDensity estimator is used.
- Returns:
- pipelinesklearn pipeline
Pipeline containing the DensityReweight adapter and the base estimator.
Examples using skada.DensityReweight
Reweighting method example on covariate shift dataset
Reweighting method example on covariate shift dataset