dask_ml.impute.SimpleImputer
dask_ml.impute.SimpleImputer¶
- class dask_ml.impute.SimpleImputer(*, missing_values=nan, strategy='mean', fill_value=None, verbose='deprecated', copy=True, add_indicator=False)¶
Methods
fit(X[, y])Fit the imputer on X.
fit_transform(X[, y])Fit to data, then transform it.
get_feature_names_out([input_features])Get output feature names for transformation.
get_params([deep])Get parameters for this estimator.
inverse_transform(X)Convert the data back to the original representation.
set_params(**params)Set the parameters of this estimator.
transform(X)Impute all missing values in X.
- __init__(*, missing_values=nan, strategy='mean', fill_value=None, verbose='deprecated', copy=True, add_indicator=False)¶