plot.rulelist

Plots a heatmap with <code>rule_nbr</code>'s on x-side and clusters of
<code>row_nbr</code>'s on y-side of a binary matrix with 1 if a rule is applicable for
a row.

Provides a framework to work with decision rules. Rules can be extracted from supported models, augmented with (custom) metrics using validation data, manipulated using standard dataframe operations, reordered and pruned based on a metric, predict on unseen (test) data. Utilities include; Creating a rulelist manually, Exporting a rulelist as a SQL case statement and so on. The package offers two classes; rulelist and ruleset based on dataframe.

KS Srikanth

tidyrules

Utilities to Retrieve Rulelists from Model Fits, Filter, Prune,
Reorder and Predict on Unseen Data

Srikanth Komala Sheshachala

Amith Kumar Ullur Raghavendra

plot.rulelist function

<dl><dt>x</dt>
<dd>A rulelist</dd>
<dt>thres_cluster_rows</dt>
<dd>(positive integer) Maximum number of rows beyond
which a x-side dendrogram is not computed</dd>
<dt>dist_metric</dt>
<dd>(string or function, default: "jaccard") Distance metric
for y-side (<code>rule_nbr</code>) passed to <code>method</code> argument of proxy::dist</dd>
<dt>...</dt>
<dd>Arguments to be passed to pheatmap::pheatmap</dd></dl>

Arguments

Plot method for rulelist — plot.rulelist

<dl>

<dt>x</dt>
<dd>A rulelist</dd>


<dt>thres_cluster_rows</dt>
<dd>(positive integer) Maximum number of rows beyond
which a x-side dendrogram is not computed</dd>


<dt>dist_metric</dt>
<dd>(string or function, default: "jaccard") Distance metric
for y-side (<code>rule_nbr</code>) passed to <code>method</code> argument of proxy::dist</dd>


<dt>...</dt>
<dd>Arguments to be passed to pheatmap::pheatmap</dd>

</dl>

plot.rulelist: Plot method for rulelist

Description

Usage

Arguments

Details

Examples