blob: 32cd3caa003def688a99a4a447c6de3b82a9577a [file] [log] [blame]
<?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>CochraneOrcutt - Mahout Math Scala bindings 0.13.0 API - org.apache.mahout.math.algorithms.regression.CochraneOrcutt</title>
<meta name="description" content="CochraneOrcutt - Mahout Math Scala bindings 0.13.0 API - org.apache.mahout.math.algorithms.regression.CochraneOrcutt" />
<meta name="keywords" content="CochraneOrcutt Mahout Math Scala bindings 0.13.0 API org.apache.mahout.math.algorithms.regression.CochraneOrcutt" />
<meta http-equiv="content-type" content="text/html; charset=UTF-8" />
<link href="../../../../../../lib/template.css" media="screen" type="text/css" rel="stylesheet" />
<link href="../../../../../../lib/diagrams.css" media="screen" type="text/css" rel="stylesheet" id="diagrams-css" />
<script type="text/javascript">
if(top === self) {
var url = '../../../../../../index.html';
var hash = 'org.apache.mahout.math.algorithms.regression.CochraneOrcutt';
var anchor = window.location.hash;
var anchor_opt = '';
if (anchor.length >= 1)
anchor_opt = '@' + anchor.substring(1);
window.location.href = url + '#' + hash + anchor_opt;
}
</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.math">math</a>.<a href="../package.html" class="extype" name="org.apache.mahout.math.algorithms">algorithms</a>.<a href="package.html" class="extype" name="org.apache.mahout.math.algorithms.regression">regression</a></p>
<h1>CochraneOrcutt</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">CochraneOrcutt</span><span class="tparams">[<span name="K">K</span>]</span><span class="result"> extends <a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>
</span>
</h4>
<div id="comment" class="fullcommenttop"><div class="toggleContainer block">
<span class="toggle">Linear Supertypes</span>
<div class="superTypes hiddenContent"><a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>], <a href="RegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.RegressorFitter">RegressorFitter</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>], <a href="../SupervisedFitter.html" class="extype" name="org.apache.mahout.math.algorithms.SupervisedFitter">SupervisedFitter</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>, <a href="RegressorModel.html" class="extype" name="org.apache.mahout.math.algorithms.regression.RegressorModel">RegressorModel</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]], <a href="../Fitter.html" class="extype" name="org.apache.mahout.math.algorithms.Fitter">Fitter</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.math.algorithms.regression.CochraneOrcutt"><span>CochraneOrcutt</span></li><li class="in" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter"><span>LinearRegressorFitter</span></li><li class="in" name="org.apache.mahout.math.algorithms.regression.RegressorFitter"><span>RegressorFitter</span></li><li class="in" name="org.apache.mahout.math.algorithms.SupervisedFitter"><span>SupervisedFitter</span></li><li class="in" name="org.apache.mahout.math.algorithms.Fitter"><span>Fitter</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.math.algorithms.regression.CochraneOrcutt#&lt;init&gt;" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
<a id="&lt;init&gt;(hyperparameters:(Symbol,Any)*):org.apache.mahout.math.algorithms.regression.CochraneOrcutt[K]"></a>
<a id="&lt;init&gt;:CochraneOrcutt[K]"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">new</span>
</span>
<span class="symbol">
<span class="name">CochraneOrcutt</span><span class="params">(<span name="hyperparameters">hyperparameters: (<span class="extype" name="scala.Symbol">Symbol</span>, <span class="extype" name="scala.Any">Any</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 → 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.math.algorithms.regression.RegressorFitter#addIntercept" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="addIntercept:Boolean"></a>
<a id="addIntercept:Boolean"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">var</span>
</span>
<span class="symbol">
<span class="name">addIntercept</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><a href="RegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.RegressorFitter">RegressorFitter</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.math.algorithms.regression.CochraneOrcutt#cacheHint" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
<a id="cacheHint:org.apache.mahout.math.drm.CacheHint.CacheHint"></a>
<a id="cacheHint:CacheHint"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">var</span>
</span>
<span class="symbol">
<span class="name">cacheHint</span><span class="result">: <a href="../../drm/CacheHint$.html#CacheHint=org.apache.mahout.math.drm.CacheHint.Value" class="extmbr" name="org.apache.mahout.math.drm.CacheHint.CacheHint">CacheHint</a></span>
</span>
</h4>
</li><li name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter#calcCommonStatistics" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="calcCommonStatistics:Boolean"></a>
<a id="calcCommonStatistics:Boolean"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">var</span>
</span>
<span class="symbol">
<span class="name">calcCommonStatistics</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><a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a></dd></dl></div>
</li><li name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter#calcStandardErrors" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="calcStandardErrors:Boolean"></a>
<a id="calcStandardErrors:Boolean"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">var</span>
</span>
<span class="symbol">
<span class="name">calcStandardErrors</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><a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a></dd></dl></div>
</li><li name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter#calculateCommonStatistics" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="calculateCommonStatistics[M[K]&lt;:org.apache.mahout.math.algorithms.regression.LinearRegressorModel[K]](model:M[K],drmTarget:org.apache.mahout.math.drm.DrmLike[K],residuals:org.apache.mahout.math.drm.DrmLike[K]):M[K]"></a>
<a id="calculateCommonStatistics[M[K]&lt;:LinearRegressorModel[K]](M[K],DrmLike[K],DrmLike[K]):M[K]"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">def</span>
</span>
<span class="symbol">
<span class="name">calculateCommonStatistics</span><span class="tparams">[<span name="M">M<span class="tparams">[<span name="K">K</span>]</span> &lt;: <a href="LinearRegressorModel.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorModel">LinearRegressorModel</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.calculateCommonStatistics.M.K">K</span>]</span>]</span><span class="params">(<span name="model">model: <span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.calculateCommonStatistics.M">M</span>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="drmTarget">drmTarget: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="residuals">residuals: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.calculateCommonStatistics.M">M</span>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>
</span>
</h4>
<div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a></dd></dl></div>
</li><li name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt#calculateRho" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
<a id="calculateRho(errorDrm:org.apache.mahout.math.drm.DrmLike[K]):Double"></a>
<a id="calculateRho(DrmLike[K]):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">calculateRho</span><span class="params">(<span name="errorDrm">errorDrm: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
</span>
</h4>
</li><li name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter#calculateStandardError" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="calculateStandardError[M[K]&lt;:org.apache.mahout.math.algorithms.regression.LinearRegressorModel[K]](X:org.apache.mahout.math.drm.DrmLike[K],drmTarget:org.apache.mahout.math.drm.DrmLike[K],drmXtXinv:org.apache.mahout.math.Matrix,model:M[K]):M[K]"></a>
<a id="calculateStandardError[M[K]&lt;:LinearRegressorModel[K]](DrmLike[K],DrmLike[K],Matrix,M[K]):M[K]"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">def</span>
</span>
<span class="symbol">
<span class="name">calculateStandardError</span><span class="tparams">[<span name="M">M<span class="tparams">[<span name="K">K</span>]</span> &lt;: <a href="LinearRegressorModel.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorModel">LinearRegressorModel</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.calculateStandardError.M.K">K</span>]</span>]</span><span class="params">(<span name="X">X: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="drmTarget">drmTarget: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="drmXtXinv">drmXtXinv: <span class="extype" name="org.apache.mahout.math.Matrix">Matrix</span></span>, <span name="model">model: <span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.calculateStandardError.M">M</span>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.calculateStandardError.M">M</span>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>
</span>
</h4>
<div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a></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$1:Any):Boolean"></a>
<a id="equals(Any):Boolean"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">def</span>
</span>
<span class="symbol">
<span class="name">equals</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
</span>
</h4>
<div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
</li><li name="scala.AnyRef#finalize" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="finalize():Unit"></a>
<a id="finalize():Unit"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">def</span>
</span>
<span class="symbol">
<span class="name">finalize</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
</span>
</h4>
<div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<a href="../../../../../../java$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.math.algorithms.regression.CochraneOrcutt#fit" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="fit(drmFeatures:org.apache.mahout.math.drm.DrmLike[K],drmTarget:org.apache.mahout.math.drm.DrmLike[K],hyperparameters:(Symbol,Any)*):org.apache.mahout.math.algorithms.regression.CochraneOrcuttModel[K]"></a>
<a id="fit(DrmLike[K],DrmLike[K],(Symbol,Any)*):CochraneOrcuttModel[K]"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">def</span>
</span>
<span class="symbol">
<span class="name">fit</span><span class="params">(<span name="drmFeatures">drmFeatures: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="drmTarget">drmTarget: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="hyperparameters">hyperparameters: (<span class="extype" name="scala.Symbol">Symbol</span>, <span class="extype" name="scala.Any">Any</span>)*</span>)</span><span class="result">: <a href="CochraneOrcuttModel.html" class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcuttModel">CochraneOrcuttModel</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>
</span>
</h4>
<div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt">CochraneOrcutt</a><a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a><a href="../SupervisedFitter.html" class="extype" name="org.apache.mahout.math.algorithms.SupervisedFitter">SupervisedFitter</a></dd></dl></div>
</li><li name="org.apache.mahout.math.algorithms.regression.RegressorFitter#fitPredict" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="fitPredict(drmX:org.apache.mahout.math.drm.DrmLike[K],drmTarget:org.apache.mahout.math.drm.DrmLike[K],hyperparameters:(Symbol,Any)*):org.apache.mahout.math.drm.DrmLike[K]"></a>
<a id="fitPredict(DrmLike[K],DrmLike[K],(Symbol,Any)*):DrmLike[K]"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">def</span>
</span>
<span class="symbol">
<span class="name">fitPredict</span><span class="params">(<span name="drmX">drmX: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="drmTarget">drmTarget: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="hyperparameters">hyperparameters: (<span class="extype" name="scala.Symbol">Symbol</span>, <span class="extype" name="scala.Any">Any</span>)*</span>)</span><span class="result">: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>
</span>
</h4>
<div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="RegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.RegressorFitter">RegressorFitter</a></dd></dl></div>
</li><li name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter#generateSummaryString" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="generateSummaryString[M[K]&lt;:org.apache.mahout.math.algorithms.regression.LinearRegressorModel[K]](model:M[K]):String"></a>
<a id="generateSummaryString[M[K]&lt;:LinearRegressorModel[K]](M[K]):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">generateSummaryString</span><span class="tparams">[<span name="M">M<span class="tparams">[<span name="K">K</span>]</span> &lt;: <a href="LinearRegressorModel.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorModel">LinearRegressorModel</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.generateSummaryString.M.K">K</span>]</span>]</span><span class="params">(<span name="model">model: <span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.generateSummaryString.M">M</span>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>)</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="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</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 → Any</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 → 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="org.apache.mahout.math.algorithms.regression.CochraneOrcutt#iterations" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
<a id="iterations:Int"></a>
<a id="iterations: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">iterations</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
</span>
</h4>
</li><li name="org.apache.mahout.math.algorithms.regression.RegressorFitter#model" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="model:org.apache.mahout.math.algorithms.regression.RegressorModel[K]"></a>
<a id="model:RegressorModel[K]"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">var</span>
</span>
<span class="symbol">
<span class="name">model</span><span class="result">: <a href="RegressorModel.html" class="extype" name="org.apache.mahout.math.algorithms.regression.RegressorModel">RegressorModel</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>
</span>
</h4>
<div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="RegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.RegressorFitter">RegressorFitter</a></dd></dl></div>
</li><li name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter#modelPostprocessing" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="modelPostprocessing[M[K]&lt;:org.apache.mahout.math.algorithms.regression.LinearRegressorModel[K]](model:M[K],X:org.apache.mahout.math.drm.DrmLike[K],drmTarget:org.apache.mahout.math.drm.DrmLike[K],drmXtXinv:org.apache.mahout.math.Matrix):M[K]"></a>
<a id="modelPostprocessing[M[K]&lt;:LinearRegressorModel[K]](M[K],DrmLike[K],DrmLike[K],Matrix):M[K]"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">def</span>
</span>
<span class="symbol">
<span class="name">modelPostprocessing</span><span class="tparams">[<span name="M">M<span class="tparams">[<span name="K">K</span>]</span> &lt;: <a href="LinearRegressorModel.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorModel">LinearRegressorModel</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.modelPostprocessing.M.K">K</span>]</span>]</span><span class="params">(<span name="model">model: <span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.modelPostprocessing.M">M</span>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="X">X: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="drmTarget">drmTarget: <a href="../../drm/DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>, <span name="drmXtXinv">drmXtXinv: <span class="extype" name="org.apache.mahout.math.Matrix">Matrix</span></span>)</span><span class="result">: <span class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter.modelPostprocessing.M">M</span>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>
</span>
</h4>
<div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a></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.math.algorithms.regression.CochraneOrcutt#regressor" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
<a id="regressor:org.apache.mahout.math.algorithms.regression.LinearRegressorFitter[K]"></a>
<a id="regressor:LinearRegressorFitter[K]"></a>
<h4 class="signature">
<span class="modifier_kind">
<span class="modifier"></span>
<span class="kind">var</span>
</span>
<span class="symbol">
<span class="name">regressor</span><span class="result">: <a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</span>
</span>
</h4>
</li><li name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt#setHyperparameters" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
<a id="setHyperparameters(hyperparameters:Map[Symbol,Any]):Unit"></a>
<a id="setHyperparameters(Map[Symbol,Any]):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">setHyperparameters</span><span class="params">(<span name="hyperparameters">hyperparameters: <span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="scala.Symbol">Symbol</span>, <span class="extype" name="scala.Any">Any</span>] = <span class="symbol">Map('foo -&gt; None)</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
</span>
</h4>
</li><li name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter#setStandardHyperparameters" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
<a id="setStandardHyperparameters(hyperparameters:Map[Symbol,Any]):Unit"></a>
<a id="setStandardHyperparameters(Map[Symbol,Any]):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">setStandardHyperparameters</span><span class="params">(<span name="hyperparameters">hyperparameters: <span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="scala.Symbol">Symbol</span>, <span class="extype" name="scala.Any">Any</span>] = <span class="symbol">Map('foo -&gt; None)</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><a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a></dd></dl></div>
</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="scala.AnyRef#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="java.lang.String">String</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#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="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">
<h3>Inherited from <a href="LinearRegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.LinearRegressorFitter">LinearRegressorFitter</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</h3>
</div><div class="parent" name="org.apache.mahout.math.algorithms.regression.RegressorFitter">
<h3>Inherited from <a href="RegressorFitter.html" class="extype" name="org.apache.mahout.math.algorithms.regression.RegressorFitter">RegressorFitter</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]</h3>
</div><div class="parent" name="org.apache.mahout.math.algorithms.SupervisedFitter">
<h3>Inherited from <a href="../SupervisedFitter.html" class="extype" name="org.apache.mahout.math.algorithms.SupervisedFitter">SupervisedFitter</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>, <a href="RegressorModel.html" class="extype" name="org.apache.mahout.math.algorithms.regression.RegressorModel">RegressorModel</a>[<span class="extype" name="org.apache.mahout.math.algorithms.regression.CochraneOrcutt.K">K</span>]]</h3>
</div><div class="parent" name="org.apache.mahout.math.algorithms.Fitter">
<h3>Inherited from <a href="../Fitter.html" class="extype" name="org.apache.mahout.math.algorithms.Fitter">Fitter</a></h3>
</div><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>
</body>
</html>