check_residuals_outliers: Checks for outliers

Description Usage Arguments Value Examples

View source: R/check_residuals.R

Description

Outlier checks

Usage

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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

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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 July 27, 2021, 1:08 a.m.