lares (version 4.8.4)

dalex_variable: DALEX Partial Dependency Plots (PDP)

Description

DALEX function for creating Partial Dependency Plots and study variable's responses vs independent vector.

Usage

dalex_variable(explainer, vars, force_class = NA)

Arguments

explainer

Object. Result from dalex_explainer function.

vars

Character vector. Which features do you wish to study?

force_class

Character. If you wish to force a class on your vars, which one do you need?

See Also

Other Interpretability: dalex_explainer(), dalex_local(), dalex_residuals()

Examples

# NOT RUN {
# Having an "explainer" object created with `dalex_explainer`:
# For numerical variables
dalex_variable(explainer, vars = c("Age", "Fare"))
# For categorical variables
dalex_variable(explainer, vars = c("Pclass","Sex"))
# }