g alt="../../_images/sphx_glr_plot_4_xgb1_reg_004.png" src="../../_images/sphx_glr_plot_4_xgb1_reg_004.png" /></a>
</figure>
<p>Comparing the WoE of <code class="docutils literal notranslate"><span class="pre">MedInc</span></code> to its main effect plot, it is evident that they are quite similar. However, the main effect plot has a smaller range compared to WoE. This is because WoE only displays the effect of <code class="docutils literal notranslate"><span class="pre">MedInc</span></code> on the target va