ing the following two hyperparameters:</p>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">max_n_bins</span></code>: This hyperparameter specifies the maximum number of bins allowed for each feature during the binning optimization process. Increasing this value can result in more flexible binning, but may also increase the risk of overfitting.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">min_bin_size</span></code>: This hyperparameter s