DALEX Local

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()