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/> + <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>FullRunningAverageAndStdDev</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">FullRunningAverageAndStdDev</span><span class="result"> extends <a href="FullRunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverage">FullRunningAverage</a> with <a href="RunningAverageAndStdDev.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverageAndStdDev">RunningAverageAndStdDev</a></span> + </span> + </h4> + + <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>Extends <code> FullRunningAverage</code> to add a running standard deviation computation. +Uses Welford's method, as described at http://www.johndcook.com/standard_deviation.html</p><p>Ported from org.apache.mahout.cf.taste.impl.common.FullRunningAverageAndStdDev.java +</p></div><div class="toggleContainer block"> + <span class="toggle">Linear Supertypes</span> + <div class="superTypes hiddenContent"><a href="RunningAverageAndStdDev.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverageAndStdDev">RunningAverageAndStdDev</a>, <a href="FullRunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverage">FullRunningAverage</a>, <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a>, <span class="extype" name="scala.AnyRef">AnyRef</span>, <span class="extype" name="scala.Any">Any</span></div> + </div></div> + + + <div id="mbrsel"> + <div id="textfilter"><span class="pre"></span><span class="input"><input id="mbrsel-input" type="text" accesskey="/" /></span><span class="post"></span></div> + <div id="order"> + <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.FullRunningAverageAndStdDev"><span>FullRunningAverageAndStdDev</span></li><li class="in" name="org.apache.mahout.classifier.stats.RunningAverageAndStdDev"><span>RunningAverageAndStdDev</span></li><li class="in" name="org.apache.mahout.classifier.stats.FullRunningAverage"><span>FullRunningAverage</span></li><li class="in" name="org.apache.mahout.classifier.stats.RunningAverage"><span>RunningAverage</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.FullRunningAverageAndStdDev#<init>" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped"> + <a id="<init>(count:Int,average:Double,mk:Double,sk:Double):org.apache.mahout.classifier.stats.FullRunningAverageAndStdDev"></a> + <a id="<init>:FullRunningAverageAndStdDev"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">new</span> + </span> + <span class="symbol"> + <span class="name">FullRunningAverageAndStdDev</span><span class="params">(<span name="count">count: <span class="extype" name="scala.Int">Int</span> = <span class="symbol">0</span></span>, <span name="average">average: <span class="extype" name="scala.Double">Double</span> = <span class="symbol">0.0</span></span>, <span name="mk">mk: <span class="extype" name="scala.Double">Double</span> = <span class="symbol">0.0</span></span>, <span name="sk">sk: <span class="extype" name="scala.Double">Double</span> = <span class="symbol">0.0</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> + <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"> + <a id="!=(x$1:Any):Boolean"></a> + <a id="!=(Any):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.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 â 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> + </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> + <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.FullRunningAverageAndStdDev#addDatum" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="addDatum(datum:Double):Unit"></a> + <a id="addDatum(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">addDatum</span><span class="params">(<span name="datum">datum: <span class="extype" name="scala.Double">Double</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span> + </span> + </h4> + <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">datum</dt><dd class="cmt"><p> +new item to add to the running average +</p></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverageAndStdDev">FullRunningAverageAndStdDev</a> â <a href="FullRunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverage">FullRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></dd></dl></div> + </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="org.apache.mahout.classifier.stats.FullRunningAverageAndStdDev#changeDatum" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="changeDatum(delta:Double):Unit"></a> + <a id="changeDatum(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">changeDatum</span><span class="params">(<span name="delta">delta: <span class="extype" name="scala.Double">Double</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span> + </span> + </h4> + <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">delta</dt><dd class="cmt"><p> +amount by which to change a datum in the running average +</p></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverageAndStdDev">FullRunningAverageAndStdDev</a> â <a href="FullRunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverage">FullRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></dd><dt>Exceptions thrown</dt><dd><span class="cmt">UnsupportedOperationException</span></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="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$1:Any):Boolean"></a> + <a id="equals(Any):Boolean"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">equals</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span> + </span> + </h4> + <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef â Any</dd></dl></div> + </li><li name="scala.AnyRef#finalize" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="finalize():Unit"></a> + <a id="finalize():Unit"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">finalize</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span> + </span> + </h4> + <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<a href="../../../../../java$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.FullRunningAverage#getAverage" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="getAverage:Double"></a> + <a id="getAverage: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">getAverage</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span> + </span> + </h4> + <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="FullRunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverage">FullRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></dd></dl></div> + </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 â Any</dd></dl></div> + </li><li name="org.apache.mahout.classifier.stats.FullRunningAverage#getCount" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="getCount:Int"></a> + <a id="getCount: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="result">: <span class="extype" name="scala.Int">Int</span></span> + </span> + </h4> + <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="FullRunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverage">FullRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></dd></dl></div> + </li><li name="org.apache.mahout.classifier.stats.FullRunningAverageAndStdDev#getMk" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped"> + <a id="getMk:Double"></a> + <a id="getMk: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">getMk</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span> + </span> + </h4> + + </li><li name="org.apache.mahout.classifier.stats.FullRunningAverageAndStdDev#getSk" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped"> + <a id="getSk:Double"></a> + <a id="getSk: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">getSk</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span> + </span> + </h4> + + </li><li name="org.apache.mahout.classifier.stats.FullRunningAverageAndStdDev#getStandardDeviation" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="getStandardDeviation:Double"></a> + <a id="getStandardDeviation: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">getStandardDeviation</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span> + </span> + </h4> + <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt>returns</dt><dd class="cmt"><p>standard deviation of data</p></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverageAndStdDev">FullRunningAverageAndStdDev</a> â <a href="RunningAverageAndStdDev.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverageAndStdDev">RunningAverageAndStdDev</a></dd></dl></div> + </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 â Any</dd></dl></div> + </li><li name="org.apache.mahout.classifier.stats.FullRunningAverageAndStdDev#inverse" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="inverse:org.apache.mahout.classifier.stats.RunningAverageAndStdDev"></a> + <a id="inverse: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">inverse</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"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt>returns</dt><dd class="cmt"><p>a (possibly immutable) object whose average is the negative of this object's +</p></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverageAndStdDev">FullRunningAverageAndStdDev</a> â <a href="RunningAverageAndStdDev.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverageAndStdDev">RunningAverageAndStdDev</a> â <a href="FullRunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.FullRunningAverage">FullRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></dd></dl></div> + </li><li name="scala.Any#isInstanceOf" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a 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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.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"> + <a id="==(x$1:Any):Boolean"></a> + <a id="==(Any):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.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.InvertedRunningAverage#addDatum" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="addDatum(datum:Double):Unit"></a> + <a id="addDatum(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">addDatum</span><span class="params">(<span name="datum">datum: <span class="extype" name="scala.Double">Double</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span> + </span> + </h4> + <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">datum</dt><dd class="cmt"><p> +new item to add to the running average</p></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.stats.InvertedRunningAverage">InvertedRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></dd><dt>Exceptions thrown</dt><dd><span class="cmt">IllegalArgumentException<p> +if datum is { @link Double#NaN} +</p></span></dd></dl></div> + </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="org.apache.mahout.classifier.stats.InvertedRunningAverage#changeDatum" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="changeDatum(delta:Double):Unit"></a> + <a id="changeDatum(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">changeDatum</span><span class="params">(<span name="delta">delta: <span class="extype" name="scala.Double">Double</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span> + </span> + </h4> + <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">delta</dt><dd class="cmt"><p> +amount by which to change a datum in the running average</p></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.stats.InvertedRunningAverage">InvertedRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></dd><dt>Exceptions thrown</dt><dd><span class="cmt">IllegalArgumentException<p> +if delta is { @link Double#NaN}</p></span><span class="cmt">IllegalStateException<p> +if count is 0 +</p></span></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="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$1:Any):Boolean"></a> + <a id="equals(Any):Boolean"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">equals</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span> + </span> + </h4> + <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef â Any</dd></dl></div> + </li><li name="scala.AnyRef#finalize" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="finalize():Unit"></a> + <a id="finalize():Unit"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">finalize</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span> + </span> + </h4> + <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<a href="../../../../../java$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.InvertedRunningAverage#getAverage" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="getAverage:Double"></a> + <a id="getAverage: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">getAverage</span><span class="result">: <span class="extype" name="scala.Double">Double</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.InvertedRunningAverage">InvertedRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></dd></dl></div> + </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 â Any</dd></dl></div> + </li><li name="org.apache.mahout.classifier.stats.InvertedRunningAverage#getCount" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="getCount:Int"></a> + <a id="getCount: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="result">: <span class="extype" name="scala.Int">Int</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.InvertedRunningAverage">InvertedRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></dd></dl></div> + </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 â Any</dd></dl></div> + </li><li name="org.apache.mahout.classifier.stats.InvertedRunningAverage#inverse" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="inverse:org.apache.mahout.classifier.stats.RunningAverage"></a> + <a id="inverse:RunningAverage"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">inverse</span><span class="result">: <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></span> + </span> + </h4> + <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt>returns</dt><dd class="cmt"><p>a (possibly immutable) object whose average is the negative of this object's +</p></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.stats.InvertedRunningAverage">InvertedRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></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> + <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.InvertedRunningAverage#removeDatum" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="removeDatum(datum:Double):Unit"></a> + <a id="removeDatum(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">removeDatum</span><span class="params">(<span name="datum">datum: <span class="extype" name="scala.Double">Double</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span> + </span> + </h4> + <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">datum</dt><dd class="cmt"><p> +item to remove to the running average</p></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.stats.InvertedRunningAverage">InvertedRunningAverage</a> â <a href="RunningAverage.html" class="extype" name="org.apache.mahout.classifier.stats.RunningAverage">RunningAverage</a></dd><dt>Exceptions thrown</dt><dd><span class="cmt">IllegalArgumentException<p> +if datum is { @link Double#NaN}</p></span><span class="cmt">IllegalStateException<p> +if count is 0 +</p></span></dd></dl></div> + </li><li name="scala.AnyRef#synchronized" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="synchronized[T0](x$1:=>T0):T0"></a> + <a id="synchronized[T0](âT0):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: â <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="scala.AnyRef#toString" visbl="pub" data-isabs="false" fullComment="yes" 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</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> + 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