print.feature_importance_explainer {ingredients} | R Documentation |
Print Generic for Feature Importance Object
Description
Print Generic for Feature Importance Object
Usage
## S3 method for class 'feature_importance_explainer'
print(x, ...)
Arguments
x |
an explanation created with |
... |
other parameters. |
Value
a data frame.
References
Explanatory Model Analysis. Explore, Explain, and Examine Predictive Models. https://ema.drwhy.ai/
Examples
library("DALEX")
library("ingredients")
model_titanic_glm <- glm(survived ~ gender + age + fare,
data = titanic_imputed, family = "binomial")
explain_titanic_glm <- explain(model_titanic_glm,
data = titanic_imputed[,-8],
y = titanic_imputed[,8],
verbose = FALSE)
fi_glm <- feature_importance(explain_titanic_glm)
fi_glm
[Package ingredients version 2.3.0 Index]