ciu.contextual.influence

Contextual influence is calculated from CI and CU values, using a baseline
that is considered a "neutral" CU value.

Implementation of the Contextual Importance and Utility
(CIU) concepts for Explainable AI (XAI). A description of CIU
can be found in e.g. Främling (2020) <doi:10.1007/978-3-030-51924-7_4>.

Kary Frc3<a4>mling

Contextual Importance and Utility

Kary Främling

ciu.contextual.influence function

<dl><dt>ciu.result</dt>
<dd><a href="/link/data.frame?package=ciu&version=0.8" data-mini-rdoc="ciu::data.frame">data.frame</a> with CI and CU columns. If NULL, then CI and CU values must be
provided.</dd>
<dt>CI</dt>
<dd>CI value(s).</dd>
<dt>CU</dt>
<dd>CU value(s).</dd>
<dt>neutral.CU</dt>
<dd>Neutral CU value(s). Default is 0.5</dd></dl>

Arguments

Author

Get Contextual influence values — ciu.contextual.influence

<dl>

<dt>ciu.result</dt>
<dd><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a> with CI and CU columns. If NULL, then CI and CU values must be
provided.</dd>


<dt>CI</dt>
<dd>CI value(s).</dd>


<dt>CU</dt>
<dd>CU value(s).</dd>


<dt>neutral.CU</dt>
<dd>Neutral CU value(s). Default is 0.5</dd>

</dl>

ciu.contextual.influence: Get Contextual influence values

Description

Usage

Value

Arguments

Author