as.data.frame.BorgRisk

Converts a <code>BorgRisk</code> object into a data frame of detected risks.

Automatically detects and enforces valid model evaluation by identifying
information reuse between training and evaluation data. Guards against data leakage,
look-ahead bias, and invalid cross-validation schemes that inflate performance estimates.
Supports temporal, spatial, and grouped evaluation structures.
Based on evaluation principles described in
Roberts et al. (2017) <doi:10.1111/ecog.02881>,
Kaufman et al. (2012) <doi:10.1145/2382577.2382579>, and
Kapoor & Narayanan (2023) <doi:10.1016/j.patter.2023.100804>.

Gilles Colling

BORG

Bounded Outcome Risk Guard for Model Evaluation

as.data.frame.BorgRisk function

<dl><dt>x</dt>
<dd>A <code>BorgRisk</code> object.</dd>
<dt>row.names</dt>
<dd>Optional row names for the output data frame.</dd>
<dt>optional</dt>
<dd>Logical. Passed to <code><a href="/link/data.frame()?package=BORG&version=0.2.5" data-mini-rdoc="BORG::data.frame()">data.frame()</a></code>.</dd>
<dt>...</dt>
<dd>Additional arguments passed to <code><a href="/link/data.frame()?package=BORG&version=0.2.5" data-mini-rdoc="BORG::data.frame()">data.frame()</a></code>.</dd></dl>

Arguments

Coerce BorgRisk to Data Frame — as.data.frame.BorgRisk

<dl>

<dt>x</dt>
<dd>A <code>BorgRisk</code> object.</dd>


<dt>row.names</dt>
<dd>Optional row names for the output data frame.</dd>


<dt>optional</dt>
<dd>Logical. Passed to <code><a href='https://rdrr.io/r/base/data.frame.html'>data.frame()</a></code>.</dd>


<dt>...</dt>
<dd>Additional arguments passed to <code><a href='https://rdrr.io/r/base/data.frame.html'>data.frame()</a></code>.</dd>

</dl>

as.data.frame.BorgRisk: Coerce BorgRisk to Data Frame

Description

Usage

Value

Arguments

See Also