Calling `reset` should not reset config - otherwise configs cannot be used in typical `BaseEstimator` descendants, which call `reset` at the start of `fit`.
Calling
resetshould not reset config - otherwise configs cannot be used in typicalBaseEstimatordescendants, which callresetat the start offit.