check_residuals_outliers: Checks for outliers
In ModelOriented/auditor: Model Audit - Verification, Validation, and Error Analysis
View source: R/check_residuals.R
check_residuals_outliers R Documentation
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$life_length)
check_residuals_outliers(lm_audit)
ModelOriented/auditor documentation built on Oct. 31, 2023, 8:38 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
View source: R/check_residuals.R
| check_residuals_outliers | R Documentation |
Checks for outliers
Description
Outlier checks
Usage
check_residuals_outliers(object, n = 5)
Arguments
object |
An object of class 'explainer' created with function |
n |
number of lowest and highest standardized residuals to be presented |
Value
indexes of lowest and highest standardized residuals
Examples
dragons <- DALEX::dragons[1:100, ]
lm_model <- lm(life_length ~ ., data = dragons)
lm_audit <- audit(lm_model, data = dragons, y = dragons$life_length)
check_residuals_outliers(lm_audit)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.