check_residuals_outliers: Checks for outliers

In auditor: Model Audit - Verification, Validation, and Error Analysis

Checks for outliers

Description

Outlier checks

Usage

check_residuals_outliers(object, n = 5)

Arguments

object	An object of class 'explainer' created with function explain from the DALEX package.
n	number of lowest and highest standardized residuals to be presented

Value

indexes of lowest and highest standardized residuals

Examples

dragons <- DALEX::dragons[1:100, ]
lm_model <- lm(life_length ~ ., data = dragons)
lm_audit <- audit(lm_model, data = dragons, y = dragons$life_length)
check_residuals_outliers(lm_audit)

auditor documentation built on Nov. 2, 2023, 6:13 p.m.