BinarySweeper Class

Sweeper that sweeps and returns whether or not to include the featurizer(s) provide any lift.

Create a Binary sweeper.

Inheritance

AbstractSweeper

BinarySweeper

Constructor

BinarySweeper(*args: Any, **kwargs: Any)

Methods

sweep

Execute a sweeping experiment.

sweep

Execute a sweeping experiment.

sweep(column: str | None = None, featurize_separately: bool = False, *args: Any, **kwargs: Any) -> bool

Parameters

Name	Description
column	Which column to sweep over. If None, sweeps over entire sample stored in the DataProvider. default value: None
featurize_separately	Whether to featurize the columns of the sample separately before scoring or not. default value: False

Returns

Type	Description
	Boolean for whether or not the experimental featurizer provides any lift.