normalized_domain_plot

This function generates a domain plot for a normalized model based on PCA
distances of the provided data.

Provides methods for assessing the applicability domain of models that predict viral load and CD4 (Cluster of Differentiation 4) lymphocyte counts. These methods help determine the extent of extrapolation when making predictions.

Juan Pablo Acuña González

viraldomain

Applicability Domain Methods of Viral Load and CD4 Lymphocytes

normalized_domain_plot function

<dl><dt>featured_col</dt>
<dd>The name of the featured column.</dd>
<dt>train_data</dt>
<dd>A data frame containing the training data.</dd>
<dt>test_data</dt>
<dd>A data frame containing the test data.</dd>
<dt>treshold_value</dt>
<dd>The threshold value for the domain plot.</dd></dl>

Arguments

Create a Normalized Domain Plot — normalized_domain_plot

<dl>

<dt>featured_col</dt>
<dd>The name of the featured column.</dd>


<dt>train_data</dt>
<dd>A data frame containing the training data.</dd>


<dt>test_data</dt>
<dd>A data frame containing the test data.</dd>


<dt>treshold_value</dt>
<dd>The threshold value for the domain plot.</dd>

</dl>

normalized_domain_plot: Create a Normalized Domain Plot

Description

Usage

Value

Arguments

Examples