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<div>
<section id="isotonicregressionmodel">
<h1>IsotonicRegressionModel<a class="headerlink" href="#isotonicregressionmodel" title="Permalink to this headline"></a></h1>
<dl class="py class">
<dt id="pyspark.mllib.regression.IsotonicRegressionModel">
<em class="property">class </em><code class="sig-prename descclassname">pyspark.mllib.regression.</code><code class="sig-name descname">IsotonicRegressionModel</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">boundaries</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">predictions</span><span class="p">:</span> <span class="n">numpy.ndarray</span></em>, <em class="sig-param"><span class="n">isotonic</span><span class="p">:</span> <span class="n">bool</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pyspark/mllib/regression.html#IsotonicRegressionModel"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyspark.mllib.regression.IsotonicRegressionModel" title="Permalink to this definition"></a></dt>
<dd><p>Regression model for isotonic regression.</p>
<div class="versionadded">
<p><span class="versionmodified added">New in version 1.4.0.</span></p>
</div>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><dl class="simple">
<dt><strong>boundaries</strong><span class="classifier">ndarray</span></dt><dd><p>Array of boundaries for which predictions are known. Boundaries
must be sorted in increasing order.</p>
</dd>
<dt><strong>predictions</strong><span class="classifier">ndarray</span></dt><dd><p>Array of predictions associated to the boundaries at the same
index. Results of isotonic regression and therefore monotone.</p>
</dd>
<dt><strong>isotonic</strong><span class="classifier">true</span></dt><dd><p>Indicates whether this is isotonic or antitonic.</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="n">data</span> <span class="o">=</span> <span class="p">[(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">6</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">17</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">16</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">1</span><span class="p">)]</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">irm</span> <span class="o">=</span> <span class="n">IsotonicRegression</span><span class="o">.</span><span class="n">train</span><span class="p">(</span><span class="n">sc</span><span class="o">.</span><span class="n">parallelize</span><span class="p">(</span><span class="n">data</span><span class="p">))</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">irm</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span>
<span class="go">2.0</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">irm</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>
<span class="go">16.5</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">irm</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">sc</span><span class="o">.</span><span class="n">parallelize</span><span class="p">([</span><span class="mi">3</span><span class="p">,</span> <span class="mi">5</span><span class="p">]))</span><span class="o">.</span><span class="n">collect</span><span class="p">()</span>
<span class="go">[2.0, 16.5]</span>
<span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">os</span><span class="o">,</span> <span class="nn">tempfile</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">path</span> <span class="o">=</span> <span class="n">tempfile</span><span class="o">.</span><span class="n">mkdtemp</span><span class="p">()</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">irm</span><span class="o">.</span><span class="n">save</span><span class="p">(</span><span class="n">sc</span><span class="p">,</span> <span class="n">path</span><span class="p">)</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">sameModel</span> <span class="o">=</span> <span class="n">IsotonicRegressionModel</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">sc</span><span class="p">,</span> <span class="n">path</span><span class="p">)</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">sameModel</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span>
<span class="go">2.0</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">sameModel</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>
<span class="go">16.5</span>
<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">shutil</span> <span class="kn">import</span> <span class="n">rmtree</span>
<span class="gp">&gt;&gt;&gt; </span><span class="k">try</span><span class="p">:</span>
<span class="gp">... </span> <span class="n">rmtree</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
<span class="gp">... </span><span class="k">except</span> <span class="ne">OSError</span><span class="p">:</span>
<span class="gp">... </span> <span class="k">pass</span>
</pre></div>
</div>
<p class="rubric">Methods</p>
<table class="longtable table autosummary">
<colgroup>
<col style="width: 10%" />
<col style="width: 90%" />
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="#pyspark.mllib.regression.IsotonicRegressionModel.load" title="pyspark.mllib.regression.IsotonicRegressionModel.load"><code class="xref py py-obj docutils literal notranslate"><span class="pre">load</span></code></a>(sc, path)</p></td>
<td><p>Load an IsotonicRegressionModel.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="#pyspark.mllib.regression.IsotonicRegressionModel.predict" title="pyspark.mllib.regression.IsotonicRegressionModel.predict"><code class="xref py py-obj docutils literal notranslate"><span class="pre">predict</span></code></a>(x)</p></td>
<td><p>Predict labels for provided features.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="#pyspark.mllib.regression.IsotonicRegressionModel.save" title="pyspark.mllib.regression.IsotonicRegressionModel.save"><code class="xref py py-obj docutils literal notranslate"><span class="pre">save</span></code></a>(sc, path)</p></td>
<td><p>Save an IsotonicRegressionModel.</p></td>
</tr>
</tbody>
</table>
<p class="rubric">Methods Documentation</p>
<dl class="py method">
<dt id="pyspark.mllib.regression.IsotonicRegressionModel.load">
<em class="property">classmethod </em><code class="sig-name descname">load</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sc</span><span class="p">:</span> <span class="n">pyspark.context.SparkContext</span></em>, <em class="sig-param"><span class="n">path</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; <a class="reference internal" href="#pyspark.mllib.regression.IsotonicRegressionModel" title="pyspark.mllib.regression.IsotonicRegressionModel">pyspark.mllib.regression.IsotonicRegressionModel</a><a class="reference internal" href="../../_modules/pyspark/mllib/regression.html#IsotonicRegressionModel.load"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyspark.mllib.regression.IsotonicRegressionModel.load" title="Permalink to this definition"></a></dt>
<dd><p>Load an IsotonicRegressionModel.</p>
<div class="versionadded">
<p><span class="versionmodified added">New in version 1.4.0.</span></p>
</div>
</dd></dl>
<dl class="py method">
<dt id="pyspark.mllib.regression.IsotonicRegressionModel.predict">
<code class="sig-name descname">predict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">x</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>float<span class="p">, </span>VectorLike<span class="p">, </span>pyspark.rdd.RDD<span class="p">[</span>float<span class="p">]</span><span class="p">, </span>pyspark.rdd.RDD<span class="p">[</span>VectorLike<span class="p">]</span><span class="p">]</span></span></em><span class="sig-paren">)</span> &#x2192; Union<span class="p">[</span>numpy.float64<span class="p">, </span>numpy.ndarray<span class="p">, </span>pyspark.rdd.RDD<span class="p">[</span>numpy.float64<span class="p">]</span><span class="p">, </span>pyspark.rdd.RDD<span class="p">[</span>numpy.ndarray<span class="p">]</span><span class="p">]</span><a class="reference internal" href="../../_modules/pyspark/mllib/regression.html#IsotonicRegressionModel.predict"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyspark.mllib.regression.IsotonicRegressionModel.predict" title="Permalink to this definition"></a></dt>
<dd><p>Predict labels for provided features.
Using a piecewise linear function.
1) If x exactly matches a boundary then associated prediction
is returned. In case there are multiple predictions with the
same boundary then one of them is returned. Which one is
undefined (same as java.util.Arrays.binarySearch).
2) If x is lower or higher than all boundaries then first or
last prediction is returned respectively. In case there are
multiple predictions with the same boundary then the lowest
or highest is returned respectively.
3) If x falls between two values in boundary array then
prediction is treated as piecewise linear function and
interpolated value is returned. In case there are multiple
values with the same boundary then the same rules as in 2)
are used.</p>
<div class="versionadded">
<p><span class="versionmodified added">New in version 1.4.0.</span></p>
</div>
<dl class="field-list">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><dl>
<dt><strong>x</strong><span class="classifier"><a class="reference internal" href="pyspark.mllib.linalg.Vector.html#pyspark.mllib.linalg.Vector" title="pyspark.mllib.linalg.Vector"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyspark.mllib.linalg.Vector</span></code></a> or <a class="reference internal" href="pyspark.RDD.html#pyspark.RDD" title="pyspark.RDD"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyspark.RDD</span></code></a></span></dt><dd><p>Feature or RDD of Features to be labeled.</p>
</dd>
</dl>
</dd>
</dl>
</dd></dl>
<dl class="py method">
<dt id="pyspark.mllib.regression.IsotonicRegressionModel.save">
<code class="sig-name descname">save</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">sc</span><span class="p">:</span> <span class="n">pyspark.context.SparkContext</span></em>, <em class="sig-param"><span class="n">path</span><span class="p">:</span> <span class="n">str</span></em><span class="sig-paren">)</span> &#x2192; None<a class="reference internal" href="../../_modules/pyspark/mllib/regression.html#IsotonicRegressionModel.save"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyspark.mllib.regression.IsotonicRegressionModel.save" title="Permalink to this definition"></a></dt>
<dd><p>Save an IsotonicRegressionModel.</p>
<div class="versionadded">
<p><span class="versionmodified added">New in version 1.4.0.</span></p>
</div>
</dd></dl>
</dd></dl>
</section>
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