facet.simulation#

Historical univariate simulation of changes to predicted outcome(s) based on selected fixed values of a selected input feature.

Classes#

UnivariateProbabilitySimulator

Univariate simulation of positive class probabilities based on a binary classifier.

UnivariateSimulationResult

Summary result of a univariate simulation.

UnivariateTargetSimulator

Univariate simulation of the absolute output of a regression model.

UnivariateUpliftSimulator

Univariate simulation of the relative uplift of the output of a regression model.

Submodules#

facet.simulation.base

Base classes for simulation.

facet.simulation.viz

Drawers and styles for simulation results.