penguins_simple

mlr_tasks_penguins_simple

Classification data to predict the species of penguins from the <a href="https://CRAN.R-project.org/package=palmerpenguins">palmerpenguins</a> package.
A better alternative to the <a href="/link/iris%20data%20set?package=mlr3data&version=0.7.0" data-mini-rdoc="mlr3data::iris data set">iris data set</a>.

data

A small collection of interesting and educational machine
learning data sets which are used as examples in the 'mlr3' book
(<https://mlr3book.mlr-org.com>), the use case gallery
(<https://mlr3gallery.mlr-org.com>), or in other examples. All data
sets are properly preprocessed and ready to be analyzed by most
machine learning algorithms. Data sets are automatically added to the
dictionary of tasks if 'mlr3' is loaded.

Michel Lang

mlr3data

Collection of Machine Learning Data Sets for 'mlr3'

Marc Becker

penguins_simple function

<ul>
<li>The unit of measurement have been removed from the column names.
Lengths are given in millimeters (mm), weight in gram (g).</li>
<li>Observations with missing values have been removed.</li>
<li>Factor variables are one-hot encoded.</li>
</ul>

Pre-processing

Classification data to predict the species of penguins from the <a href='https://CRAN.R-project.org/package=palmerpenguins'>palmerpenguins</a> package.
A better alternative to the <a href='https://rdrr.io/r/datasets/iris.html'>iris data set</a>.

Simplified Palmer Penguins Data Set — penguins_simple

<ul>
<li>The unit of measurement have been removed from the column names.
Lengths are given in millimeters (mm), weight in gram (g).</li>
<li>Observations with missing values have been removed.</li>
<li>Factor variables are one-hot encoded.</li>
</ul>

penguins_simple: Simplified Palmer Penguins Data Set

Description

Arguments

Pre-processing

References

Examples