getml.pipeline.feature

Custom representing a sole feature.

Feature `dataclass`

Feature(
    index: int,
    name: str,
    pipeline: str,
    target: str,
    targets: Sequence[str],
    importance: float,
    correlation: float,
    sql: SQLString,
)

Dataclass that holds data about a single feature.

PARAMETER	DESCRIPTION
`index`	The index of the feature. TYPE: `int`
`name`	The name of the feature. TYPE: `str`
`pipeline`	The pipeline the feature is from. TYPE: `str`
`target`	The target the feature is associated with. TYPE: `str`
`targets`	The targets the feature is associated with. TYPE: `Sequence[str]`
`importance`	The importance of the feature. TYPE: `float`
`correlation`	The correlation of the feature with the target. TYPE: `float`
`sql`	The SQL code of the feature. TYPE: `SQLString`

getml.pipeline.feature

Feature dataclass

Feature `dataclass`