s.</li>
</ul>
<h3>PDPs for numerical and categorical data</h3>
<p>In the What-If Tool, the  PDP can be displayed for quantitative and categorical data.</p>
<ul>
<li>For quantitative features, WIT will display the model predictions for 10 values of the feature ranging from the minimum to the maximum values in the uploaded dataset.</li>
<li>For categorical data, WIT will display the most popular other categories and the corresponding model prediction as an alternative to the category of the selected datapoint