continuous features to enhance sparsity - only for public data</span>
        <span class="k">if</span> <span class="n">posthoc_sparsity_param</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">posthoc_sparsity_param</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="ow">and</span> \
                <span class="bp">self</span><span class="o">.</span><span class="n">final_cfs</span> <span class="ow">is