print.flashlight

A on object of class <code>flashlight</code>.

Further arguments passed from other methods.

Print method for an object of class <code>flashlight</code>.

Shed light on black box machine learning models by the help
of model performance, variable importance, global surrogate models,
ICE profiles, partial dependence (Friedman J. H. (2001)
<doi:10.1214/aos/1013203451>), accumulated local effects (Apley D. W.
(2016) <arXiv:1612.08468>), further effects plots, scatter plots,
interaction strength, and variable contribution breakdown (approximate
SHAP) for single observations (Gosiewska and Biecek (2019)
<arxiv:1903.11420>). All tools are implemented to work with case
weights and allow for stratified analysis. Furthermore, multiple
flashlights can be combined and analyzed together.

Michael Mayer

flashlight

Shed Light on Black Box Machine Learning Models

print.flashlight function

<dl><dt>x</dt>
<dd>A on object of class <code>flashlight</code>.</dd>
<dt>...</dt>
<dd>Further arguments passed from other methods.</dd></dl>

Arguments

Prints a flashlight — print.flashlight

<dl>

<dt>x</dt>
<dd>A on object of class <code>flashlight</code>.</dd>


<dt>...</dt>
<dd>Further arguments passed from other methods.</dd>

</dl>

print.flashlight: Prints a flashlight

Description

Usage

Value

Arguments

See Also

Examples