mushrooms

datasets

Create, visualize, and test fast-and-frugal decision trees (FFTs). FFTs are very simple decision trees for
binary classification problems. FFTs can be preferable to more complex algorithms because they are easy to communicate, require very little information, and are
robust against overfitting.

Nathaniel Phillips

FFTrees

Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees

Hansjoerg Neth

Jan Woike

Wolfgang Gaissmaer

mushrooms function

A data frame containing 8,124 rows and 23 columns (see http://archive.ics.uci.edu/ml/machine-learning-databases/mushroom/agaricus-lepiota.names for column descriptions)<dl class="dl-horizontal">
 <dt>poisonous</dt><dd>numeric</dd>
 <dt>cshape</dt><dd>character</dd>
 <dt>csurface</dt><dd>character</dd>
 <dt>ccolor</dt><dd>character</dd>
 <dt>bruises</dt><dd>character</dd>
 <dt>odor</dt><dd>numeric</dd>
 <dt>gattach</dt><dd>character</dd>
 <dt>gspace</dt><dd>characte</dd>
 <dt>gsize</dt><dd>character</dd>
 <dt>gcolor</dt><dd>character</dd>
 <dt>sshape</dt><dd>character</dd>
 <dt>sroot</dt><dd>character</dd>
 <dt>ssaring</dt><dd>character</dd>
 <dt>ssbring</dt><dd>character</dd>
 <dt>scaring</dt><dd>character</dd>
 <dt>scbring</dt><dd>character</dd>
 <dt>vtype</dt><dd>character</dd>
 <dt>vcolor</dt><dd>character</dd>
 <dt>ringnum</dt><dd>character</dd>
 <dt>ringtype</dt><dd>character</dd>
 <dt>sporepc</dt><dd>character</dd>
 <dt>population</dt><dd>character</dd>
 <dt>habitat</dt><dd>character</dd>
 ...
</dl>

Format

Mushrooms dataset — mushrooms

A data frame containing 8,124 rows and 23 columns (see http://archive.ics.uci.edu/ml/machine-learning-databases/mushroom/agaricus-lepiota.names for column descriptions)<dl class='dl-horizontal'>
 <dt>poisonous</dt><dd>numeric</dd>
 <dt>cshape</dt><dd>character</dd>
 <dt>csurface</dt><dd>character</dd>
 <dt>ccolor</dt><dd>character</dd>
 <dt>bruises</dt><dd>character</dd>
 <dt>odor</dt><dd>numeric</dd>
 <dt>gattach</dt><dd>character</dd>
 <dt>gspace</dt><dd>characte</dd>
 <dt>gsize</dt><dd>character</dd>
 <dt>gcolor</dt><dd>character</dd>
 <dt>sshape</dt><dd>character</dd>
 <dt>sroot</dt><dd>character</dd>
 <dt>ssaring</dt><dd>character</dd>
 <dt>ssbring</dt><dd>character</dd>
 <dt>scaring</dt><dd>character</dd>
 <dt>scbring</dt><dd>character</dd>
 <dt>vtype</dt><dd>character</dd>
 <dt>vcolor</dt><dd>character</dd>
 <dt>ringnum</dt><dd>character</dd>
 <dt>ringtype</dt><dd>character</dd>
 <dt>sporepc</dt><dd>character</dd>
 <dt>population</dt><dd>character</dd>
 <dt>habitat</dt><dd>character</dd>
 ...
</dl>

Mushrooms dataset

mushrooms: Mushrooms dataset

Description

Usage

Arguments

Format