dalex_local: DALEX Local

In lares: Analytics & Machine Learning Sidekick

DALEX Local

Description

DALEX function for local interpretations

Usage

dalex_local(explainer, observation = NA, row = 1, type = "break_down")

Arguments

explainer	Object. Result from h2o_explainer function
observation	Data.frame. If you want to use an observation that was not in the original explainer function, add here. Else, use row
row	Dataframe. Row number from the data.frame used in explainer.
type	Character. The type of variable attributions. Either shap, oscillations, break_down or break_down_interactions.

Value

List. Containing observation, breakdown results, and breakdown plot.

See Also

Other Interpretability: dalex_residuals(), dalex_variable(), h2o_explainer()

lares documentation built on Sept. 13, 2024, 1:08 a.m.