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<a href="pyspark-module.html">Package pyspark</a> ::
<a href="pyspark.mllib-module.html">Package mllib</a> ::
<a href="pyspark.mllib.classification-module.html">Module classification</a> ::
Class SVMWithSGD
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<!-- ==================== CLASS DESCRIPTION ==================== -->
<h1 class="epydoc">Class SVMWithSGD</h1><p class="nomargin-top"><span class="codelink"><a href="pyspark.mllib.classification-pysrc.html#SVMWithSGD">source code</a></span></p>
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object --+
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<td><span class="summary-sig"><a name="train"></a><span class="summary-sig-name">train</span>(<span class="summary-sig-arg">cls</span>,
<span class="summary-sig-arg">data</span>,
<span class="summary-sig-arg">iterations</span>=<span class="summary-sig-default">100</span>,
<span class="summary-sig-arg">step</span>=<span class="summary-sig-default">1.0</span>,
<span class="summary-sig-arg">regParam</span>=<span class="summary-sig-default">1.0</span>,
<span class="summary-sig-arg">miniBatchFraction</span>=<span class="summary-sig-default">1.0</span>,
<span class="summary-sig-arg">initialWeights</span>=<span class="summary-sig-default">None</span>)</span><br />
Train a support vector machine on the given data.</td>
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<span class="codelink"><a href="pyspark.mllib.classification-pysrc.html#SVMWithSGD.train">source code</a></span>
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