ata_blocks</span></code> to a large value will result in few candidate features left for stage2 selection. This can be controlled by setting the parameter <code class="docutils literal notranslate"><span class="pre">min_candidate_features</span></code> to early-stop the successive feature-wise halving.</p>
</section>
<section id="perform-feature-selection-before-feature-generation">
<h3>Perform Feature Selection Before Feature Generation<a class="headerlink" href="#perform-feature-selection-before-feature-g