prime.imp

This function is called by <code>pimp.import</code>. It is not intended to be used independently of these functions.

internal

Logic Forest is an ensemble machine learning method that identifies important and interpretable combinations of binary predictors using logic regression trees to model complex relationships with an outcome. Wolf, B.J., Slate, E.H., Hill, E.G. (2010) <doi:10.1093/bioinformatics/btq354>.

Melica Nikahd

LogicForest

Logic Forest

Bethany Wolf

Andrew Gothard

Madison Hyer

prime.imp function

<dl><dt>tree</dt>
<dd>An object of class <code>"logregtree"</code></dd>
<dt>data</dt>
<dd>Data used to fit the logforest</dd>
<dt>Xs</dt>
<dd>Predictors</dd>
<dt>mtype</dt>
<dd>Model type</dd></dl>

Arguments

Internal Logic Forest Functions — prime.imp

<dl>

<dt>tree</dt>
<dd>An object of class <code>"logregtree"</code></dd>


<dt>data</dt>
<dd>Data used to fit the logforest</dd>


<dt>Xs</dt>
<dd>Predictors</dd>


<dt>mtype</dt>
<dd>Model type</dd>

</dl>

prime.imp: Internal Logic Forest Functions

Description

Usage

Value

Arguments