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From dlyubi...@apache.org
Subject [14/51] [abbrv] [partial] mahout git commit: Standard docs from release binary.
Date Fri, 29 May 2015 18:49:13 GMT
http://git-wip-us.apache.org/repos/asf/mahout/blob/ec571cae/docs/mahout-examples/org/apache/mahout/classifier/sgd/package-use.html
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diff --git a/docs/mahout-examples/org/apache/mahout/classifier/sgd/package-use.html b/docs/mahout-examples/org/apache/mahout/classifier/sgd/package-use.html
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+<tr>
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+<tr>
+<th class="colOne" scope="col">Class and Description</th>
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+<tbody>
+<tr class="altColor">
+<td class="colOne"><a href="../../../../../org/apache/mahout/classifier/sgd/class-use/AdaptiveLogisticModelParameters.html#org.apache.mahout.classifier.sgd">AdaptiveLogisticModelParameters</a>&nbsp;</td>
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+<div class="block">Encapsulates everything we need to know about a model and how it reads and vectorizes its input.</div>
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http://git-wip-us.apache.org/repos/asf/mahout/blob/ec571cae/docs/mahout-examples/org/apache/mahout/classifier/stats/ClassifierResult.html
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diff --git a/docs/mahout-examples/org/apache/mahout/classifier/stats/ClassifierResult.html b/docs/mahout-examples/org/apache/mahout/classifier/stats/ClassifierResult.html
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+<?xml version='1.0' encoding='UTF-8'?>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN" "http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd">
+<html>
+        <head>
+          <title>ClassifierResult - Mahout Math Scala bindings 0.10.0 API - org.apache.mahout.classifier.stats.ClassifierResult</title>
+          <meta name="description" content="ClassifierResult - Mahout Math Scala bindings 0.10.0 API - org.apache.mahout.classifier.stats.ClassifierResult" />
+          <meta name="keywords" content="ClassifierResult Mahout Math Scala bindings 0.10.0 API org.apache.mahout.classifier.stats.ClassifierResult" />
+          <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
+          
+      <link href="../../../../../lib/template.css" media="screen" type="text/css" rel="stylesheet" />
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+   	  </script>
+    
+        </head>
+        <body class="type">
+      <div id="definition">
+        <img src="../../../../../lib/class_big.png" />
+        <p id="owner"><a href="../../../../package.html" class="extype" name="org">org</a>.<a href="../../../package.html" class="extype" name="org.apache">apache</a>.<a href="../../package.html" class="extype" name="org.apache.mahout">mahout</a>.<a href="../package.html" class="extype" name="org.apache.mahout.classifier">classifier</a>.<a href="package.html" class="extype" name="org.apache.mahout.classifier.stats">stats</a></p>
+        <h1>ClassifierResult</h1>
+      </div>
+
+      <h4 id="signature" class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">class</span>
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+      <span class="symbol">
+        <span class="name">ClassifierResult</span><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span>
+      </span>
+      </h4>
+      
+          <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>Result of a document classification. The label and the associated score (usually probabilty)
+</p></div><div class="toggleContainer block">
+          <span class="toggle">Linear Supertypes</span>
+          <div class="superTypes hiddenContent"><span class="extype" name="scala.AnyRef">AnyRef</span>, <span class="extype" name="scala.Any">Any</span></div>
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+      <div id="mbrsel">
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+              <span class="filtertype">Ordering</span>
+              <ol>
+                
+                <li class="alpha in"><span>Alphabetic</span></li>
+                <li class="inherit out"><span>By inheritance</span></li>
+              </ol>
+            </div>
+        <div id="ancestors">
+                <span class="filtertype">Inherited<br />
+                </span>
+                <ol id="linearization">
+                  <li class="in" name="org.apache.mahout.classifier.stats.ClassifierResult"><span>ClassifierResult</span></li><li class="in" name="scala.AnyRef"><span>AnyRef</span></li><li class="in" name="scala.Any"><span>Any</span></li>
+                </ol>
+              </div><div id="ancestors">
+            <span class="filtertype"></span>
+            <ol>
+              <li class="hideall out"><span>Hide All</span></li>
+              <li class="showall in"><span>Show all</span></li>
+            </ol>
+            <a href="http://docs.scala-lang.org/overviews/scaladoc/usage.html#members" target="_blank">Learn more about member selection</a>
+          </div>
+        <div id="visbl">
+            <span class="filtertype">Visibility</span>
+            <ol><li class="public in"><span>Public</span></li><li class="all out"><span>All</span></li></ol>
+          </div>
+      </div>
+
+      <div id="template">
+        <div id="allMembers">
+        <div id="constructors" class="members">
+              <h3>Instance Constructors</h3>
+              <ol><li name="org.apache.mahout.classifier.stats.ClassifierResult#&lt;init&gt;" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="&lt;init&gt;(label:String,score:Double,logLikelihood:Double):org.apache.mahout.classifier.stats.ClassifierResult"></a>
+      <a id="&lt;init&gt;:ClassifierResult"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
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+        <span class="kind">new</span>
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+        <span class="name">ClassifierResult</span><span class="params">(<span name="label">label: <span class="extype" name="scala.Predef.String">String</span> = <span class="symbol">null</span></span>, <span name="score">score: <span class="extype" name="scala.Double">Double</span> = <span class="symbol">0.0</span></span>, <span name="logLikelihood">logLikelihood: <span class="extype" name="scala.Double">Double</span> = <span class="defval" name="java.this.lang.Integer.MAX_VALUE.toDouble">...</span></span>)</span>
+      </span>
+      </h4>
+      
+    </li></ol>
+            </div>
+
+        
+
+        
+
+        <div id="values" class="values members">
+              <h3>Value Members</h3>
+              <ol><li name="scala.AnyRef#!=" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="!=(x$1:AnyRef):Boolean"></a>
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+        <span class="kind">def</span>
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+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.Any#!=" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="!=(x$1:Any):Boolean"></a>
+      <a id="!=(Any):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.AnyRef###" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#==" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.Any#==" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
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+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.Any#asInstanceOf" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="asInstanceOf[T0]:T0"></a>
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+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.AnyRef#clone" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="clone():Object"></a>
+      <a id="clone():AnyRef"></a>
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+      <span class="modifier_kind">
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+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#equals" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="equals(x$1:Any):Boolean"></a>
+      <a id="equals(Any):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
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+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#finalize" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="finalize():Unit"></a>
+      <a id="finalize():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<a href="../../../../../java$lang.html" class="extype" name="java.lang">java.lang</a>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="symbol">classOf[java.lang.Throwable]</span>
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+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#getClass" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
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+      <a id="getClass():Class[_]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ClassifierResult#getLabel" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
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+      <a id="getLabel:String"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
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+      </span>
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+      
+    </li><li name="org.apache.mahout.classifier.stats.ClassifierResult#getLogLikelihood" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getLogLikelihood:Double"></a>
+      <a id="getLogLikelihood:Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getLogLikelihood</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ClassifierResult#getScore" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getScore:Double"></a>
+      <a id="getScore:Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getScore</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="scala.AnyRef#hashCode" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hashCode():Int"></a>
+      <a id="hashCode():Int"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hashCode</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.Any#isInstanceOf" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isInstanceOf[T0]:Boolean"></a>
+      <a id="isInstanceOf[T0]:Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.AnyRef#ne" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="ne(x$1:AnyRef):Boolean"></a>
+      <a id="ne(AnyRef):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
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+        <span class="name">ne</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#notify" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notify():Unit"></a>
+      <a id="notify():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
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+        <span class="name">notify</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#notifyAll" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notifyAll():Unit"></a>
+      <a id="notifyAll():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notifyAll</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ClassifierResult#setLabel" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="setLabel(lbl:String):Unit"></a>
+      <a id="setLabel(String):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setLabel</span><span class="params">(<span name="lbl">lbl: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ClassifierResult#setLogLikelihood" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="setLogLikelihood(llh:Double):Unit"></a>
+      <a id="setLogLikelihood(Double):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setLogLikelihood</span><span class="params">(<span name="llh">llh: <span class="extype" name="scala.Double">Double</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ClassifierResult#setScore" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="setScore(sc:Double):Unit"></a>
+      <a id="setScore(Double):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setScore</span><span class="params">(<span name="sc">sc: <span class="extype" name="scala.Double">Double</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="scala.AnyRef#synchronized" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="synchronized[T0](x$1:=&gt;T0):T0"></a>
+      <a id="synchronized[T0](⇒T0):T0"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">synchronized</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="params">(<span name="arg0">arg0: ⇒ <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>)</span><span class="result">: <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ClassifierResult#toString" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="toString():String"></a>
+      <a id="toString():String"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">toString</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.stats.ClassifierResult">ClassifierResult</a> → AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait():Unit"></a>
+      <a id="wait():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait(x$1:Long,x$2:Int):Unit"></a>
+      <a id="wait(Long,Int):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Long">Long</span></span>, <span name="arg1">arg1: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait(x$1:Long):Unit"></a>
+      <a id="wait(Long):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Long">Long</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li></ol>
+            </div>
+
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+
+        
+        </div>
+
+        <div id="inheritedMembers">
+        <div class="parent" name="scala.AnyRef">
+              <h3>Inherited from <span class="extype" name="scala.AnyRef">AnyRef</span></h3>
+            </div><div class="parent" name="scala.Any">
+              <h3>Inherited from <span class="extype" name="scala.Any">Any</span></h3>
+            </div>
+        
+        </div>
+
+        <div id="groupedMembers">
+        <div class="group" name="Ungrouped">
+              <h3>Ungrouped</h3>
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN" "http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd">
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+          <title>ConfusionMatrix - Mahout Math Scala bindings 0.10.0 API - org.apache.mahout.classifier.stats.ConfusionMatrix</title>
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+        <img src="../../../../../lib/class_big.png" />
+        <p id="owner"><a href="../../../../package.html" class="extype" name="org">org</a>.<a href="../../../package.html" class="extype" name="org.apache">apache</a>.<a href="../../package.html" class="extype" name="org.apache.mahout">mahout</a>.<a href="../package.html" class="extype" name="org.apache.mahout.classifier">classifier</a>.<a href="package.html" class="extype" name="org.apache.mahout.classifier.stats">stats</a></p>
+        <h1>ConfusionMatrix</h1>
+      </div>
+
+      <h4 id="signature" class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">class</span>
+      </span>
+      <span class="symbol">
+        <span class="name">ConfusionMatrix</span><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span>
+      </span>
+      </h4>
+      
+          <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>Ported from org.apache.mahout.classifier.ConfusionMatrix.java</p><p>The ConfusionMatrix Class stores the result of Classification of a Test Dataset.</p><p>The fact of whether there is a default is not stored. A row of zeros is the only indicator that there is no default.</p><p>See http://en.wikipedia.org/wiki/Confusion_matrix for background</p></div><div class="toggleContainer block">
+          <span class="toggle">Linear Supertypes</span>
+          <div class="superTypes hiddenContent"><span class="extype" name="scala.AnyRef">AnyRef</span>, <span class="extype" name="scala.Any">Any</span></div>
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+        
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+              <span class="filtertype">Ordering</span>
+              <ol>
+                
+                <li class="alpha in"><span>Alphabetic</span></li>
+                <li class="inherit out"><span>By inheritance</span></li>
+              </ol>
+            </div>
+        <div id="ancestors">
+                <span class="filtertype">Inherited<br />
+                </span>
+                <ol id="linearization">
+                  <li class="in" name="org.apache.mahout.classifier.stats.ConfusionMatrix"><span>ConfusionMatrix</span></li><li class="in" name="scala.AnyRef"><span>AnyRef</span></li><li class="in" name="scala.Any"><span>Any</span></li>
+                </ol>
+              </div><div id="ancestors">
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+      </div>
+
+      <div id="template">
+        <div id="allMembers">
+        <div id="constructors" class="members">
+              <h3>Instance Constructors</h3>
+              <ol><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#&lt;init&gt;" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="&lt;init&gt;(labels:java.util.Collection[String],defaultLabel:String):org.apache.mahout.classifier.stats.ConfusionMatrix"></a>
+      <a id="&lt;init&gt;:ConfusionMatrix"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">new</span>
+      </span>
+      <span class="symbol">
+        <span class="name">ConfusionMatrix</span><span class="params">(<span name="labels">labels: <span class="extype" name="java.util.Collection">Collection</span>[<span class="extype" name="scala.Predef.String">String</span>] = <span class="symbol">null</span></span>, <span name="defaultLabel">defaultLabel: <span class="extype" name="scala.Predef.String">String</span> = <span class="symbol">&quot;unknown&quot;</span></span>)</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">labels</dt><dd class="cmt"><p>The labels to consider for classification</p></dd><dt class="param">defaultLabel</dt><dd class="cmt"><p>default unknown label
+</p></dd></dl></div>
+    </li></ol>
+            </div>
+
+        
+
+        
+
+        <div id="values" class="values members">
+              <h3>Value Members</h3>
+              <ol><li name="scala.AnyRef#!=" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="!=(x$1:AnyRef):Boolean"></a>
+      <a id="!=(AnyRef):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $bang$eq" class="name">!=</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.Any#!=" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
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+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $bang$eq" class="name">!=</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.AnyRef###" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="##():Int"></a>
+      <a id="##():Int"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $hash$hash" class="name">##</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#==" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="==(x$1:AnyRef):Boolean"></a>
+      <a id="==(AnyRef):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $eq$eq" class="name">==</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
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+      <a id="==(Any):Boolean"></a>
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+      <span class="modifier_kind">
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+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $eq$eq" class="name">==</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#addInstance" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="addInstance(correctLabel:String,classifiedLabel:String):Unit"></a>
+      <a id="addInstance(String,String):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">addInstance</span><span class="params">(<span name="correctLabel">correctLabel: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="classifiedLabel">classifiedLabel: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#addInstance" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="addInstance(correctLabel:String,classifiedResult:org.apache.mahout.classifier.stats.ClassifierResult):Unit"></a>
+      <a id="addInstance(String,ClassifierResult):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">addInstance</span><span class="params">(<span name="correctLabel">correctLabel: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="classifiedResult">classifiedResult: <a href="ClassifierResult.html" class="extype" name="org.apache.mahout.classifier.stats.ClassifierResult">ClassifierResult</a></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="scala.Any#asInstanceOf" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="asInstanceOf[T0]:T0"></a>
+      <a id="asInstanceOf[T0]:T0"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">asInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Any.asInstanceOf.T0">T0</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.AnyRef#clone" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="clone():Object"></a>
+      <a id="clone():AnyRef"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">clone</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.AnyRef">AnyRef</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<a href="../../../../../java$lang.html" class="extype" name="java.lang">java.lang</a>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.CloneNotSupportedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#confusionMatrix" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="confusionMatrix:Array[Array[Int]]"></a>
+      <a id="confusionMatrix:Array[Array[Int]]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">var</span>
+      </span>
+      <span class="symbol">
+        <span class="name">confusionMatrix</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Int">Int</span>]]</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Matrix Constructor</p>
+    </li><li name="scala.AnyRef#eq" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="eq(x$1:AnyRef):Boolean"></a>
+      <a id="eq(AnyRef):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">eq</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#equals" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="equals(x$1:Any):Boolean"></a>
+      <a id="equals(Any):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">equals</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#finalize" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="finalize():Unit"></a>
+      <a id="finalize():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">finalize</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<a href="../../../../../java$lang.html" class="extype" name="java.lang">java.lang</a>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="symbol">classOf[java.lang.Throwable]</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getAccuracy" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getAccuracy:Double"></a>
+      <a id="getAccuracy:Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getAccuracy</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getAccuracy" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getAccuracy(label:String):Double"></a>
+      <a id="getAccuracy(String):Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getAccuracy</span><span class="params">(<span name="label">label: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="scala.AnyRef#getClass" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getClass():Class[_]"></a>
+      <a id="getClass():Class[_]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getClass</span><span class="params">()</span><span class="result">: <span class="extype" name="java.lang.Class">Class</span>[_]</span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getConfusionMatrix" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getConfusionMatrix:Array[Array[Int]]"></a>
+      <a id="getConfusionMatrix:Array[Array[Int]]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getConfusionMatrix</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Int">Int</span>]]</span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getCorrect" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getCorrect(label:String):Int"></a>
+      <a id="getCorrect(String):Int"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getCorrect</span><span class="params">(<span name="label">label: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getCount" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getCount(correctLabel:String,classifiedLabel:String):Int"></a>
+      <a id="getCount(String,String):Int"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getCount</span><span class="params">(<span name="correctLabel">correctLabel: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="classifiedLabel">classifiedLabel: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getDefaultLabel" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getDefaultLabel:String"></a>
+      <a id="getDefaultLabel:String"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getDefaultLabel</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getF1score" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getF1score(label:String):Double"></a>
+      <a id="getF1score(String):Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getF1score</span><span class="params">(<span name="label">label: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getKappa" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getKappa:Double"></a>
+      <a id="getKappa:Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getKappa</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Accuracy v.</p><div class="fullcomment"><div class="comment cmt"><p>Accuracy v.s. randomly classifying all samples.
+kappa() = (totalAccuracy() - randomAccuracy()) / (1 - randomAccuracy())
+Cohen, Jacob. 1960. A coefficient of agreement for nominal scales.
+Educational And Psychological Measurement 20:37-46.</p><p>Formula and variable names from:
+http://www.yale.edu/ceo/OEFS/Accuracy.pdf
+</p></div><dl class="paramcmts block"><dt>returns</dt><dd class="cmt"><p>double
+</p></dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getLabels" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getLabels:List[String]"></a>
+      <a id="getLabels:List[String]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getLabels</span><span class="result">: <span class="extype" name="scala.List">List</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getMatrix" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getMatrix:org.apache.mahout.math.Matrix"></a>
+      <a id="getMatrix:Matrix"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getMatrix</span><span class="result">: <span class="extype" name="org.apache.mahout.math.Matrix">Matrix</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getNormalizedStats" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getNormalizedStats:org.apache.mahout.classifier.stats.RunningAverageAndStdDev"></a>
+      <a id="getNormalizedStats:RunningAverageAndStdDev"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getNormalizedStats</span><span class="result">: <a href="RunningAverageAndStdDev.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverageAndStdDev">RunningAverageAndStdDev</a></span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Standard deviation of normalized producer accuracy
+Not a standard score</p><div class="fullcomment"><div class="comment cmt"><p>Standard deviation of normalized producer accuracy
+Not a standard score</p></div><dl class="paramcmts block"><dt>returns</dt><dd class="cmt"><p>double
+</p></dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getPrecision" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getPrecision(label:String):Double"></a>
+      <a id="getPrecision(String):Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getPrecision</span><span class="params">(<span name="label">label: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getRecall" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getRecall(label:String):Double"></a>
+      <a id="getRecall(String):Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getRecall</span><span class="params">(<span name="label">label: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getReliability" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getReliability:Double"></a>
+      <a id="getReliability:Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getReliability</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getSmallLabel" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getSmallLabel(i:Int):String"></a>
+      <a id="getSmallLabel(Int):String"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getSmallLabel</span><span class="params">(<span name="i">i: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getTotal" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getTotal(label:String):Int"></a>
+      <a id="getTotal(String):Int"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getTotal</span><span class="params">(<span name="label">label: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getWeightedF1score" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getWeightedF1score:Double"></a>
+      <a id="getWeightedF1score:Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getWeightedF1score</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getWeightedPrecision" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getWeightedPrecision:Double"></a>
+      <a id="getWeightedPrecision:Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getWeightedPrecision</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#getWeightedRecall" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getWeightedRecall:Double"></a>
+      <a id="getWeightedRecall:Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getWeightedRecall</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="scala.AnyRef#hashCode" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hashCode():Int"></a>
+      <a id="hashCode():Int"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hashCode</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#i" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="i:Integer"></a>
+      <a id="i:Integer"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">var</span>
+      </span>
+      <span class="symbol">
+        <span class="name">i</span><span class="result">: <span class="extype" name="java.lang.Integer">Integer</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#incrementCount" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="incrementCount(correctLabel:String,classifiedLabel:String):Unit"></a>
+      <a id="incrementCount(String,String):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">incrementCount</span><span class="params">(<span name="correctLabel">correctLabel: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="classifiedLabel">classifiedLabel: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#incrementCount" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="incrementCount(correctLabel:String,classifiedLabel:String,count:Int):Unit"></a>
+      <a id="incrementCount(String,String,Int):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">incrementCount</span><span class="params">(<span name="correctLabel">correctLabel: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="classifiedLabel">classifiedLabel: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="count">count: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="scala.Any#isInstanceOf" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isInstanceOf[T0]:Boolean"></a>
+      <a id="isInstanceOf[T0]:Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#labelMap" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="labelMap:scala.collection.mutable.HashMap[String,Integer]"></a>
+      <a id="labelMap:HashMap[String,Integer]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">labelMap</span><span class="result">: <span class="extype" name="scala.collection.mutable.HashMap">HashMap</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="java.lang.Integer">Integer</span>]</span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#merge" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="merge(b:org.apache.mahout.classifier.stats.ConfusionMatrix):org.apache.mahout.classifier.stats.ConfusionMatrix"></a>
+      <a id="merge(ConfusionMatrix):ConfusionMatrix"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">merge</span><span class="params">(<span name="b">b: <a href="" class="extype" name="org.apache.mahout.classifier.stats.ConfusionMatrix">ConfusionMatrix</a></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mahout.classifier.stats.ConfusionMatrix">ConfusionMatrix</a></span>
+      </span>
+      </h4>
+      
+    </li><li name="scala.AnyRef#ne" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="ne(x$1:AnyRef):Boolean"></a>
+      <a id="ne(AnyRef):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">ne</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#notify" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notify():Unit"></a>
+      <a id="notify():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notify</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#notifyAll" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notifyAll():Unit"></a>
+      <a id="notifyAll():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notifyAll</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#numLabels" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="numLabels:Int"></a>
+      <a id="numLabels:Int"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">numLabels</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#putCount" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="putCount(correctLabel:String,classifiedLabel:String,count:Int):Unit"></a>
+      <a id="putCount(String,String,Int):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">putCount</span><span class="params">(<span name="correctLabel">correctLabel: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="classifiedLabel">classifiedLabel: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="count">count: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#samples" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="samples:Int"></a>
+      <a id="samples:Int"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">var</span>
+      </span>
+      <span class="symbol">
+        <span class="name">samples</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#setMatrix" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="setMatrix(m:org.apache.mahout.math.Matrix):Unit"></a>
+      <a id="setMatrix(Matrix):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setMatrix</span><span class="params">(<span name="m">m: <span class="extype" name="org.apache.mahout.math.Matrix">Matrix</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#sortLabels" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="sortLabels(labels:java.util.Map[String,Integer]):Array[String]"></a>
+      <a id="sortLabels(Map[String,Integer]):Array[String]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">sortLabels</span><span class="params">(<span name="labels">labels: <span class="extype" name="java.util.Map">Map</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="java.lang.Integer">Integer</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      </h4>
+      
+    </li><li name="scala.AnyRef#synchronized" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="synchronized[T0](x$1:=&gt;T0):T0"></a>
+      <a id="synchronized[T0](⇒T0):T0"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">synchronized</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="params">(<span name="arg0">arg0: ⇒ <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>)</span><span class="result">: <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#toString" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="toString():String"></a>
+      <a id="toString():String"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">toString</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">This is overloaded.</p><div class="fullcomment"><div class="comment cmt"><p>This is overloaded. toString() is not a formatted report you print for a manager :)
+Assume that if there are no default assignments, the default feature was not used
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.stats.ConfusionMatrix">ConfusionMatrix</a> → AnyRef → Any</dd></dl></div>
+    </li><li name="org.apache.mahout.classifier.stats.ConfusionMatrix#verifyLabels" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="verifyLabels(length:Int,sorted:Array[String]):Unit"></a>
+      <a id="verifyLabels(Int,Array[String]):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">verifyLabels</span><span class="params">(<span name="length">length: <span class="extype" name="scala.Int">Int</span></span>, <span name="sorted">sorted: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="scala.AnyRef#wait" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait():Unit"></a>
+      <a id="wait():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait(x$1:Long,x$2:Int):Unit"></a>
+      <a id="wait(Long,Int):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Long">Long</span></span>, <span name="arg1">arg1: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait(x$1:Long):Unit"></a>
+      <a id="wait(Long):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Long">Long</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li></ol>
+            </div>
+
+        
+
+        
+        </div>
+
+        <div id="inheritedMembers">
+        <div class="parent" name="scala.AnyRef">
+              <h3>Inherited from <span class="extype" name="scala.AnyRef">AnyRef</span></h3>
+            </div><div class="parent" name="scala.Any">
+              <h3>Inherited from <span class="extype" name="scala.Any">Any</span></h3>
+            </div>
+        
+        </div>
+
+        <div id="groupedMembers">
+        <div class="group" name="Ungrouped">
+              <h3>Ungrouped</h3>
+              
+            </div>
+        </div>
+
+      </div>
+
+      <div id="tooltip"></div>
+
+      <div id="footer">  </div>
+      <script defer="defer" type="text/javascript" id="jquery-js" src="../../../../../lib/jquery.js"></script><script defer="defer" type="text/javascript" id="jquery-ui-js" src="../../../../../lib/jquery-ui.js"></script><script defer="defer" type="text/javascript" id="tools-tooltip-js" src="../../../../../lib/tools.tooltip.js"></script><script defer="defer" type="text/javascript" id="template-js" src="../../../../../lib/template.js"></script>
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+      </html>
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