"p">)</span> <span class="p">))</span>
</pre></div>
</div>
<p>Where <code class="docutils literal notranslate"><span class="pre">margin</span></code> defines the baseline for distance for which pairs should be classified as dissimilar.</p>
</section>
<section id="model-parameters">
<h3 id="model-parameters">Model Parameters<a class="headerlink" href="#model-parameters" title="Permalink to this heading">¶</a></h3>
<p>Recall that any preprocessing that is done to the data at training time must also be done a