bike_sharing

mlr_tasks_bike_sharing

Regression data to predict the total count of bikes rented. Contains
13 features and 17379 observations. Target column is <code>"count"</code>.

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

bike_sharing function

<ul>
<li>All columns have been renamed.</li>
<li><code>instant</code>, <code>"registered"</code> and <code>"casual"</code> column have been removed.</li>
<li><code>"season"</code> and <code>"weather"</code> have been converted to <code><a href="/link/factor()?package=mlr3data&version=0.7.0" data-mini-rdoc="mlr3data::factor()">factor()</a></code>.</li>
<li><code>"holiday"</code> and <code>"working_day"</code> have been converted to <code><a href="/link/logical()?package=mlr3data&version=0.7.0" data-mini-rdoc="mlr3data::logical()">logical()</a></code>.</li>
</ul>

Pre-processing

Bike Sharing Demand — bike_sharing

<ul>
<li>All columns have been renamed.</li>
<li><code>instant</code>, <code>"registered"</code> and <code>"casual"</code> column have been removed.</li>
<li><code>"season"</code> and <code>"weather"</code> have been converted to <code><a href='https://rdrr.io/r/base/factor.html'>factor()</a></code>.</li>
<li><code>"holiday"</code> and <code>"working_day"</code> have been converted to <code><a href='https://rdrr.io/r/base/logical.html'>logical()</a></code>.</li>
</ul>

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bike_sharing: Bike Sharing Demand

Description

Arguments

Pre-processing

Examples