lale.lib.rasl.split_xy module

class lale.lib.rasl.split_xy.SplitXy(*args, _lale_trained=False, _lale_impl=None, **kwargs)

Bases: TrainedIndividualOp

Relational algebra SplitXy operator.

This documentation is auto-generated from JSON schemas.

Parameters

label_name (string, optional, not for optimizer, default 'y') – The name of the label column in the input dataframe X.

transform(X, y=None)

Transform the data.

Parameters

X (array of items : array of items : Any) – Features; the outer array is over samples.

Returns

result – Output data schema for transformed data.

Return type

array of items : array of items : Any

transform_X_y(X, y)

Transform the data and target.

Parameters

• X (array of items : array of items : Any) – Input features; the outer array is over samples.

• y (Any) – Input labels; ignored.

Returns

result –

• item 0 : array of items : array of items : Any

  X

• item 1 : array of items : Any

  y

Return type

tuple