transformers.LabelEncoderWithUnknown

class transformers.LabelEncoderWithUnknown(feature_name=None)

Convert a categorical feature into values [0, n], where [0, n) represent the known categories from the training data and n represents unknown data.

__init__(feature_name=None)

Methods

__init__([feature_name])
fit(ds[, y])
fit_transform(X[, y])	Fit to data, then transform it.
get_feature_names()
get_params([deep])	Get parameters for this estimator.
set_params(**params)	Set the parameters of this estimator.
transform(ds)

Attributes

DEFAULT_PIPELINE_NAME