civic_explain: Generate global model explanations

In civic.icarm: Interpretable Civic-Accountable and Responsible Machine Learning

Generate global model explanations

Description

Creates a civic_explainer containing feature importance and optionally a DALEX explainer for PDP/ICE and local explanations. Works for all task types: binary, multiclass, and regression.

Usage

civic_explain(object, data = NULL, label = NULL)

Arguments

object	A civic_model from civic_fit().
data	Optional data frame for DALEX explainer.
label	Optional character label for the DALEX explainer.

Value

An object of class civic_explainer.

Examples

m  <- civic_fit(Species ~ ., iris)
ex <- civic_explain(m)
print(ex)

civic.icarm documentation built on June 18, 2026, 1:06 a.m.