The `BootstrapEstimator` is actually training `n` models each with different fraction of the data. The reported CI is not the bootstrapped CI. As this is bagging and I suggest renaming the class to avoid confusions especially in the academic settings.
The
BootstrapEstimatoris actually trainingnmodels each with different fraction of the data. The reported CI is not the bootstrapped CI.As this is bagging and I suggest renaming the class to avoid confusions especially in the academic settings.