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<li><a class="reference internal" href="#"><code class="docutils literal"><span class="pre">sklearn.base</span></code>.clone</a></li>
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<div class="section" id="sklearn-base-clone">
<h1><a class="reference internal" href="../classes.html#module-sklearn.base" title="sklearn.base"><code class="xref py py-mod docutils literal"><span class="pre">sklearn.base</span></code></a>.clone<a class="headerlink" href="#sklearn-base-clone" title="Permalink to this headline">¶</a></h1>
<dl class="function">
<dt id="sklearn.base.clone">
<code class="descclassname">sklearn.base.</code><code class="descname">clone</code><span class="sig-paren">(</span><em>estimator</em>, <em>safe=True</em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/scikit-learn/scikit-learn/blob/1495f6924/sklearn/base.py#L32"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#sklearn.base.clone" title="Permalink to this definition">¶</a></dt>
<dd><p>Constructs a new estimator with the same parameters.</p>
<p>Clone does a deep copy of the model in an estimator
without actually copying attached data. It yields a new estimator
with the same parameters that has not been fit on any data.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
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<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><dl class="first last docutils">
<dt><strong>estimator</strong> <span class="classifier-delimiter">:</span> <span class="classifier">estimator object, or list, tuple or set of objects</span></dt>
<dd><p class="first last">The estimator or group of estimators to be cloned</p>
</dd>
<dt><strong>safe</strong> <span class="classifier-delimiter">:</span> <span class="classifier">boolean, optional</span></dt>
<dd><p class="first last">If safe is false, clone will fall back to a deep copy on objects
that are not estimators.</p>
</dd>
</dl>
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