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<a href="#1-heatmap-correlation-matrix" class="md-nav__link">
1. Heatmap Correlation Matrix
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<a href="https://github.com/carissalow/rapids/edit/master/docs/visualizations/feature-visualizations.md" title="Edit this page" class="md-content__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
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<h1 id="feature-visualizations">Feature Visualizations<a class="headerlink" href="#feature-visualizations" title="Permanent link">&para;</a></h1>
<h2 id="1-heatmap-correlation-matrix">1. Heatmap Correlation Matrix<a class="headerlink" href="#1-heatmap-correlation-matrix" title="Permanent link">&para;</a></h2>
<p>Columns and rows are the behavioral features computed in RAPIDS, cells color represents the correlation coefficient between all days of data for every pair of features of all participants. </p>
<p>The user can specify a minimum number of observations (<a href="../../setup/configuration#time-segments">time segment</a> instances) required to compute the correlation between two features using the <code>MIN_ROWS_RATIO</code> parameter (0.5 by default) and the correlation method (Pearson, Spearman or Kendall) with the <code>CORR_METHOD</code> parameter. In addition, this plot can be configured to only display correlation coefficients above a threshold using the <code>CORR_THRESHOLD</code> parameter (0.1 by default).</p>
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<p class="admonition-title">Example</p>
<p>Click <a href="../../img/hm-feature-correlations.html">here</a> to see an example of these interactive visualizations in HTML format</p>
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<figcaption>Correlation matrix heatmap for all the features of all participants</figcaption>
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