_plot_4_xgb1_reg_005.png" src="../../_images/sphx_glr_plot_4_xgb1_reg_005.png" /></a>
</figure>
<p>It turns out that the rank ordering of the IV plot is different from that of the feature importance plot. The feature <code class="docutils literal notranslate"><span class="pre">MedInc</span></code> is ranked as the most important feature in IV, followed by <code class="docutils literal notranslate"><span class="pre">latitude</span></code>, <code class="docutils literal notranslate"><span class="pre">AveRooms