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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.regression-module.html">Module regression</a> ::
Class LinearRegressionModel
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<!-- ==================== CLASS DESCRIPTION ==================== -->
<h1 class="epydoc">Class LinearRegressionModel</h1><p class="nomargin-top"><span class="codelink"><a href="pyspark.mllib.regression-pysrc.html#LinearRegressionModel">source code</a></span></p>
<pre class="base-tree">
object --+
|
<a href="pyspark.mllib.regression.LinearModel-class.html">LinearModel</a> --+
|
<a href="pyspark.mllib.regression.LinearRegressionModelBase-class.html">LinearRegressionModelBase</a> --+
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<strong class="uidshort">LinearRegressionModel</strong>
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<hr />
<p>A linear regression model derived from a least-squares fit.</p>
<pre class="py-doctest">
<span class="py-prompt">>>> </span>data = array([0.0, 0.0, 1.0, 1.0, 3.0, 2.0, 2.0, 3.0]).reshape(4,2)
<span class="py-prompt">>>> </span>lrm = LinearRegressionWithSGD.train(sc.parallelize(data), initialWeights=array([1.0]))</pre>
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<p class="indent-wrapped-lines"><b>Inherited from <code><a href="pyspark.mllib.regression.LinearRegressionModelBase-class.html">LinearRegressionModelBase</a></code></b>:
<code><a href="pyspark.mllib.regression.LinearRegressionModelBase-class.html#predict">predict</a></code>
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<p class="indent-wrapped-lines"><b>Inherited from <code><a href="pyspark.mllib.regression.LinearModel-class.html">LinearModel</a></code></b>:
<code><a href="pyspark.mllib.regression.LinearModel-class.html#__init__">__init__</a></code>
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<code>__str__</code>,
<code>__subclasshook__</code>
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<code>__class__</code>
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