ReferenceModel
class ReferenceModel(kind: str, feature_names: list[str], thresholds: list[list[float]], woe: list[list[float]], information_value: dict[str, float], coefficients: dict[str, float], intercept: float, C: float, cv_auc: float, pipeline: object = None) -> None
from compileml.reference import ReferenceModel
A fitted floor: WOE tables, a logistic layer, and its evidence.
Fields#
| Name | Type | Default | Kind |
|---|---|---|---|
| kind | str | required | positional |
| feature_names | list[str] | required | positional |
| thresholds | list[list[float]] | required | positional |
| woe | list[list[float]] | required | positional |
| information_value | dict[str, float] | required | positional |
| coefficients | dict[str, float] | required | positional |
| intercept | float | required | positional |
| C | float | required | positional |
| cv_auc | float | required | positional |
| pipeline | object | None | positional |
Returns#
None
Methods#
- score()