testargs-class

This is the central class definition of the <code>testarguments</code> package, containing all information from a call to <code><a rd-options="" href="/link/test_arguments?package=testarguments&version=0.0.1" data-mini-rdoc="testarguments::test_arguments">test_arguments</a></code>

Finding the best values for user-specified arguments of a prediction algorithm can be difficult, particularly if there is an interaction between argument levels. This package automates the testing of any user-defined prediction algorithm over an arbitrary number of arguments. It includes functions for testing the algorithm over the given arguments with respect to an arbitrary number of user-defined diagnostics, visualising the results of these tests, and finding the optimal argument combinations with respect to each diagnostic.

Matthew Sainsbury-Dale

testarguments

Test (Multiple) Arguments of a User-Defined Prediction Algorithm

testargs-class function

<dl class="dl-horizontal">
<dt><code>diagnostics_df</code></dt><dd>a <code>data.frame</code> containing the diagnostics for each combination of the supplied arguments</dd></dl><dt><code>arg_names</code></dt><dd>the argument names</dd><dt><code>diagnostic_names</code></dt><dd>the diagnostic names</dd>

Slots

This is the central class definition of the <code>testarguments</code> package, containing all information from a call to <code><a rd-options='' href='test_arguments'>test_arguments</a></code>

testargs-class: `'testargs'` class

Description

Arguments

Slots