 (clusters) to use.</span>
<span class="sd">        :param max_iters: Maximum number of iterations allowed during EM algorithm.</span>
<span class="sd">        :param covariance_type: Type of covariance parameters (&#39;full&#39;, &#39;tied&#39;, &#39;diag&#39;, &#39;spherical&#39;).</span>
<span class="sd">        :param init_params: Initialization method (&#39;kmeans&#39; or &#39;random&#39;).</span>
<span class="sd">        :param random_state: Random seed to ensure reproducibility.</span>
<span class="s