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  <section id="is-clusterer">
<h1>is_clusterer<a class="headerlink" href="#is-clusterer" title="Link to this heading">#</a></h1>
<dl class="py function">
<dt class="sig sig-object py" id="sklearn.base.is_clusterer">
<span class="sig-prename descclassname"><span class="pre">sklearn.base.</span></span><span class="sig-name descname"><span class="pre">is_clusterer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">estimator</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/scikit-learn/scikit-learn/blob/6bb703fd6/sklearn/base.py#L1221"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sklearn.base.is_clusterer" title="Link to this definition">#</a></dt>
<dd><p>Return True if the given estimator is (probably) a clusterer.</p>
<div class="versionadded">
<p><span class="versionmodified added">Added in version 1.6.</span></p>
</div>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><dl class="simple">
<dt><strong>estimator</strong><span class="classifier">object</span></dt><dd><p>Estimator object to test.</p>
</dd>
</dl>
</dd>
<dt class="field-even">Returns<span class="colon">:</span></dt>
<dd class="field-even"><dl class="simple">
<dt><strong>out</strong><span class="classifier">bool</span></dt><dd><p>True if estimator is a clusterer and False otherwise.</p>
</dd>
</dl>
</dd>
</dl>
<p class="rubric">Examples</p>
<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sklearn.base</span> <span class="kn">import</span> <span class="n">is_clusterer</span>
<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sklearn.cluster</span> <span class="kn">import</span> <span class="n">KMeans</span>
<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sklearn.svm</span> <span class="kn">import</span> <span class="n">SVC</span><span class="p">,</span> <span class="n">SVR</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">classifier</span> <span class="o">=</span> <span class="n">SVC</span><span class="p">()</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">regressor</span> <span class="o">=</span> <span class="n">SVR</span><span class="p">()</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">kmeans</span> <span class="o">=</span> <span class="n">KMeans</span><span class="p">()</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">is_clusterer</span><span class="p">(</span><span class="n">classifier</span><span class="p">)</span>
<span class="go">False</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">is_clusterer</span><span class="p">(</span><span class="n">regressor</span><span class="p">)</span>
<span class="go">False</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">is_clusterer</span><span class="p">(</span><span class="n">kmeans</span><span class="p">)</span>
<span class="go">True</span>
</pre></div>
</div>
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