cut3

Slightly modified version of <code><a href="/link/cut.default()?package=flashlight&version=0.9.0" data-mini-rdoc="flashlight::cut.default()">cut.default()</a></code>. Both modifications refer
to the construction of break labels. Firstly, <code>...</code> arguments are passed to
<code><a href="/link/formatC()?package=flashlight&version=0.9.0" data-mini-rdoc="flashlight::formatC()">formatC()</a></code> in formatting the numbers in the labels.
Secondly, a separator between the two numbers can be specified with default ", ".

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

cut3 function

<dl><dt>x</dt>
<dd>Numeric vector.</dd>
<dt>breaks</dt>
<dd>Numeric vector of cut points or a single number
specifying the number of intervals desired.</dd>
<dt>labels</dt>
<dd>Labels for the levels of the final categories.</dd>
<dt>include.lowest</dt>
<dd>Flag if minimum value should be added to intervals
of type "(,]" (or maximum for "[,)").</dd>
<dt>right</dt>
<dd>Flag if intervals should be closed to the right or left.</dd>
<dt>dig.lab</dt>
<dd>Number of significant digits passed to <code><a href="/link/formatC()?package=flashlight&version=0.9.0" data-mini-rdoc="flashlight::formatC()">formatC()</a></code>.</dd>
<dt>ordered_result</dt>
<dd>Flag if resulting output vector should be ordered.</dd>
<dt>sep</dt>
<dd>Separater between from-to labels.</dd>
<dt>...</dt>
<dd>Arguments passed to <code><a href="/link/formatC()?package=flashlight&version=0.9.0" data-mini-rdoc="flashlight::formatC()">formatC()</a></code>.</dd></dl>

Arguments

Slightly modified version of <code><a href='https://rdrr.io/r/base/cut.html'>cut.default()</a></code>. Both modifications refer
to the construction of break labels. Firstly, <code>...</code> arguments are passed to
<code><a href='https://rdrr.io/r/base/formatc.html'>formatC()</a></code> in formatting the numbers in the labels.
Secondly, a separator between the two numbers can be specified with default ", ".

Modified cut — cut3

<dl>

<dt>x</dt>
<dd>Numeric vector.</dd>


<dt>breaks</dt>
<dd>Numeric vector of cut points or a single number
specifying the number of intervals desired.</dd>


<dt>labels</dt>
<dd>Labels for the levels of the final categories.</dd>


<dt>include.lowest</dt>
<dd>Flag if minimum value should be added to intervals
of type "(,]" (or maximum for "[,)").</dd>


<dt>right</dt>
<dd>Flag if intervals should be closed to the right or left.</dd>


<dt>dig.lab</dt>
<dd>Number of significant digits passed to <code><a href='https://rdrr.io/r/base/formatc.html'>formatC()</a></code>.</dd>


<dt>ordered_result</dt>
<dd>Flag if resulting output vector should be ordered.</dd>


<dt>sep</dt>
<dd>Separater between from-to labels.</dd>


<dt>...</dt>
<dd>Arguments passed to <code><a href='https://rdrr.io/r/base/formatc.html'>formatC()</a></code>.</dd>

</dl>

cut3: Modified cut

Description

Usage

Value

Arguments

Examples