print.multiflashlight

Print method for an object of class "multiflashlight".

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, interaction
strength, and variable contribution breakdown (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.multiflashlight function

<dl><dt>x</dt>
<dd>An object of class "multiflashlight".</dd>
<dt>...</dt>
<dd>Further arguments passed to <code>print.flashlight()</code>.</dd></dl>

Arguments

Prints a multiflashlight — print.multiflashlight

<dl>

<dt>x</dt>
<dd>An object of class "multiflashlight".</dd>


<dt>...</dt>
<dd>Further arguments passed to <code>print.flashlight()</code>.</dd>

</dl>

print.multiflashlight: Prints a multiflashlight

Description

Usage

Value

Arguments

See Also

Examples