models.lift()

Lift table: rows sorted by predicted rate, cut into bands of about

Usage

models.lift(
    y,
    pred,
    exposure=None,
    bands=10,
)

equal exposure.

Parameters

y: list of float

pred: list of float

exposure: list of float = None

bands: int = 10

Returns

list of dict

exposure, expected and actual per band.