getVI

Calculate increase in OOB for each shuffled feature for forest.

Provides fast implementations of Random Forests,
Gradient Boosting, and Linear Random Forests, with an emphasis on inference
and interpretability. Additionally contains methods for variable
importance, out-of-bag prediction, regression monotonicity, and
several methods for missing data imputation.

Theo Saarinen

Rforestry

Random Forests, Linear Trees, and Gradient Boosting for
Inference and Interpretability

Sören Künzel

Simon Walter

Sam Antonyan

Edward Liu

Allen Tang

Jasjeet Sekhon

getVI function

<dl><dt>object</dt>
<dd>A `forestry` object.</dd>
<dt>noWarning</dt>
<dd>flag to not display warnings</dd></dl>

Arguments

getVI-forestry — getVI

<dl>

<dt>object</dt>
<dd>A `forestry` object.</dd>


<dt>noWarning</dt>
<dd>flag to not display warnings</dd>

</dl>

getVI: getVI-forestry

Description

Usage

Arguments