xgboost-depth-1">
<h1><span class="section-number">5.5. </span>XGBoost Depth 1<a class="headerlink" href="#xgboost-depth-1" title="Permalink to this heading">¶</a></h1>
<p>XGBoost depth 1 (XGB1) is a tree-based model that is suitable for both regression and classification problems. It is a special variant of XGB that restricts the maximum depth of the tree to 1, which is also referred to as boosted stumps <a class="reference internal" href="../introduction.html#lengerich2020" id="id1"><span>[Lengerich2020]