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<div class="subTitle">org.apache.spark.ml.attribute</div>
<h2 title="Class NumericAttribute" class="title">Class NumericAttribute</h2>
</div>
<div class="contentContainer">
<ul class="inheritance">
<li>java.lang.Object</li>
<li>
<ul class="inheritance">
<li><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">org.apache.spark.ml.attribute.Attribute</a></li>
<li>
<ul class="inheritance">
<li>org.apache.spark.ml.attribute.NumericAttribute</li>
</ul>
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</ul>
</li>
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<dt>All Implemented Interfaces:</dt>
<dd>java.io.Serializable</dd>
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<br>
<pre>public class <span class="strong">NumericAttribute</span>
extends <a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></pre>
<div class="block">:: DeveloperApi ::
A numeric attribute with optional summary statistics.
param: name optional name
param: index optional index
param: min optional min value
param: max optional max value
param: std optional standard deviation
param: sparsity optional sparsity (ratio of zeros)</div>
<dl><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../serialized-form.html#org.apache.spark.ml.attribute.NumericAttribute">Serialized Form</a></dd></dl>
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<h3>Method Summary</h3>
<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
<caption><span>Methods</span><span class="tabEnd"> </span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../org/apache/spark/ml/attribute/AttributeType.html" title="class in org.apache.spark.ml.attribute">AttributeType</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#attrType()">attrType</a></strong>()</code>
<div class="block">Attribute type.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#defaultAttr()">defaultAttr</a></strong>()</code>
<div class="block">The default numeric attribute.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>boolean</code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#equals(java.lang.Object)">equals</a></strong>(java.lang.Object other)</code> </td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>int</code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#hashCode()">hashCode</a></strong>()</code> </td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>scala.Option<java.lang.Object></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#index()">index</a></strong>()</code>
<div class="block">Index of the attribute.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>boolean</code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#isNominal()">isNominal</a></strong>()</code>
<div class="block">Tests whether this attribute is nominal, true for <a href="../../../../../org/apache/spark/ml/attribute/NominalAttribute.html" title="class in org.apache.spark.ml.attribute"><code>NominalAttribute</code></a> and <a href="../../../../../org/apache/spark/ml/attribute/BinaryAttribute.html" title="class in org.apache.spark.ml.attribute"><code>BinaryAttribute</code></a>.</div>
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<td class="colFirst"><code>boolean</code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#isNumeric()">isNumeric</a></strong>()</code>
<div class="block">Tests whether this attribute is numeric, true for <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute"><code>NumericAttribute</code></a> and <a href="../../../../../org/apache/spark/ml/attribute/BinaryAttribute.html" title="class in org.apache.spark.ml.attribute"><code>BinaryAttribute</code></a>.</div>
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<td class="colFirst"><code>scala.Option<java.lang.Object></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#max()">max</a></strong>()</code> </td>
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<td class="colFirst"><code>scala.Option<java.lang.Object></code></td>
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<td class="colFirst"><code>scala.Option<java.lang.String></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#name()">name</a></strong>()</code>
<div class="block">Name of the attribute.</div>
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<td class="colFirst"><code>scala.Option<java.lang.Object></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#sparsity()">sparsity</a></strong>()</code> </td>
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<td class="colFirst"><code>scala.Option<java.lang.Object></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#std()">std</a></strong>()</code> </td>
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<td class="colFirst"><code><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#withIndex(int)">withIndex</a></strong>(int index)</code>
<div class="block">Copy with a new index.</div>
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<div class="block">Copy with a new max value.</div>
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<td class="colFirst"><code><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a></code></td>
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<div class="block">Copy with a new min value.</div>
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<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#withName(java.lang.String)">withName</a></strong>(java.lang.String name)</code>
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<div class="block">Copy without the standard deviation.</div>
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<td class="colFirst"><code><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a></code></td>
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<div class="block">Copy without summary statistics.</div>
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<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html#withSparsity(double)">withSparsity</a></strong>(double sparsity)</code>
<div class="block">Copy with a new sparsity.</div>
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<h3>Methods inherited from class org.apache.spark.ml.attribute.<a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></h3>
<code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#toMetadata()">toMetadata</a>, <a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#toMetadata(org.apache.spark.sql.types.Metadata)">toMetadata</a>, <a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#toString()">toString</a>, <a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#toStructField()">toStructField</a>, <a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#toStructField(org.apache.spark.sql.types.Metadata)">toStructField</a></code></li>
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<pre>public static <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> defaultAttr()</pre>
<div class="block">The default numeric attribute.</div>
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<h4>name</h4>
<pre>public scala.Option<java.lang.String> name()</pre>
<div class="block"><strong>Description copied from class: <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#name()">Attribute</a></code></strong></div>
<div class="block">Name of the attribute. None if it is not set.</div>
<dl>
<dt><strong>Specified by:</strong></dt>
<dd><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#name()">name</a></code> in class <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></dd>
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<pre>public scala.Option<java.lang.Object> index()</pre>
<div class="block"><strong>Description copied from class: <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#index()">Attribute</a></code></strong></div>
<div class="block">Index of the attribute. None if it is not set.</div>
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<dt><strong>Specified by:</strong></dt>
<dd><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#index()">index</a></code> in class <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></dd>
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<pre>public scala.Option<java.lang.Object> sparsity()</pre>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/AttributeType.html" title="class in org.apache.spark.ml.attribute">AttributeType</a> attrType()</pre>
<div class="block"><strong>Description copied from class: <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#attrType()">Attribute</a></code></strong></div>
<div class="block">Attribute type.</div>
<dl>
<dt><strong>Specified by:</strong></dt>
<dd><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#attrType()">attrType</a></code> in class <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></dd>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> withName(java.lang.String name)</pre>
<div class="block"><strong>Description copied from class: <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#withName(java.lang.String)">Attribute</a></code></strong></div>
<div class="block">Copy with a new name.</div>
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<dt><strong>Specified by:</strong></dt>
<dd><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#withName(java.lang.String)">withName</a></code> in class <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></dd>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> withoutName()</pre>
<div class="block"><strong>Description copied from class: <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#withoutName()">Attribute</a></code></strong></div>
<div class="block">Copy without the name.</div>
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<dd><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#withoutName()">withoutName</a></code> in class <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></dd>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> withIndex(int index)</pre>
<div class="block"><strong>Description copied from class: <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#withIndex(int)">Attribute</a></code></strong></div>
<div class="block">Copy with a new index.</div>
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<dt><strong>Specified by:</strong></dt>
<dd><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#withIndex(int)">withIndex</a></code> in class <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></dd>
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<div class="block"><strong>Description copied from class: <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#withoutIndex()">Attribute</a></code></strong></div>
<div class="block">Copy without the index.</div>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> withMin(double min)</pre>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> withMax(double max)</pre>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> withStd(double std)</pre>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> withoutStd()</pre>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> withSparsity(double sparsity)</pre>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> withoutSparsity()</pre>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute">NumericAttribute</a> withoutSummary()</pre>
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<pre>public boolean isNumeric()</pre>
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<div class="block">Tests whether this attribute is numeric, true for <a href="../../../../../org/apache/spark/ml/attribute/NumericAttribute.html" title="class in org.apache.spark.ml.attribute"><code>NumericAttribute</code></a> and <a href="../../../../../org/apache/spark/ml/attribute/BinaryAttribute.html" title="class in org.apache.spark.ml.attribute"><code>BinaryAttribute</code></a>.</div>
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<dd><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#isNumeric()">isNumeric</a></code> in class <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></dd>
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<pre>public boolean isNominal()</pre>
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<div class="block">Tests whether this attribute is nominal, true for <a href="../../../../../org/apache/spark/ml/attribute/NominalAttribute.html" title="class in org.apache.spark.ml.attribute"><code>NominalAttribute</code></a> and <a href="../../../../../org/apache/spark/ml/attribute/BinaryAttribute.html" title="class in org.apache.spark.ml.attribute"><code>BinaryAttribute</code></a>.</div>
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<dd><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html#isNominal()">isNominal</a></code> in class <code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></dd>
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