http://git-wip-us.apache.org/repos/asf/mahout/blob/01522230/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html ---------------------------------------------------------------------- diff --git a/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html b/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html new file mode 100644 index 0000000..7545cc5 --- /dev/null +++ b/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html @@ -0,0 +1,480 @@ +<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd";> +<!-- NewPage --> +<html lang="en"> +<head> +<!-- Generated by javadoc (1.8.0_121) on Fri Apr 14 22:13:00 PDT 2017 --> +<meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> +<title>ParallelArraysSGDFactorizer (Mahout Examples 0.13.0 API)</title> +<meta name="date" content="2017-04-14"> +<link rel="stylesheet" type="text/css" href="../../../../../../../../../stylesheet.css" title="Style"> +<script type="text/javascript" src="../../../../../../../../../script.js"></script> +</head> +<body> +<script type="text/javascript"><!-- + try { + if (location.href.indexOf('is-external=true') == -1) { + parent.document.title="ParallelArraysSGDFactorizer (Mahout Examples 0.13.0 API)"; 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+ if(window==top) { + allClassesLink.style.display = "block"; + } + else { + allClassesLink.style.display = "none"; + } + //--> +</script> +</div> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li>Nested | </li> +<li><a href="#field.summary">Field</a> | </li> +<li><a href="#constructor.summary">Constr</a> | </li> +<li><a href="#method.summary">Method</a></li> +</ul> +<ul class="subNavList"> +<li>Detail: </li> +<li><a href="#field.detail">Field</a> | </li> +<li><a href="#constructor.detail">Constr</a> | </li> +<li><a href="#method.detail">Method</a></li> +</ul> +</div> +<a name="skip.navbar.top"> +<!-- --> +</a></div> +<!-- ========= END OF TOP NAVBAR ========= --> +<!-- ======== START OF CLASS DATA ======== --> +<div class="header"> +<div class="subTitle">org.apache.mahout.cf.taste.example.kddcup.track1.svd</div> +<h2 title="Class ParallelArraysSGDFactorizer" class="title">Class ParallelArraysSGDFactorizer</h2> +</div> +<div class="contentContainer"> +<ul class="inheritance"> +<li><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">java.lang.Object</a></li> +<li> +<ul class="inheritance"> +<li>org.apache.mahout.cf.taste.example.kddcup.track1.svd.ParallelArraysSGDFactorizer</li> +</ul> +</li> +</ul> +<div class="description"> +<ul class="blockList"> +<li class="blockList"> +<dl> +<dt>All Implemented Interfaces:</dt> +<dd><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/Refreshable.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.common">Refreshable</a>, <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorizer.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd">Factorizer</a></dd> +</dl> +<hr> +<br> +<pre>public class <span class="typeNameLabel">ParallelArraysSGDFactorizer</span> +extends <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a> +implements <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorizer.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd">Factorizer</a></pre> +<div class="block"><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorizer.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd"><code>Factorizer</code></a> based on Simon Funk's famous article <a href="http://sifter.org/~simon/journal/20061211.html";> + "Netflix Update: Try this at home"</a>. + + Attempts to be as memory efficient as possible, only iterating once through the + <a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd"><code>FactorizablePreferences</code></a> or <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/DataModel.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.model"><code>DataModel</code></a> while copying everything to primitive arrays. + Learning works in place on these datastructures after that.</div> +</li> +</ul> +</div> +<div class="summary"> +<ul class="blockList"> +<li class="blockList"> +<!-- =========== FIELD SUMMARY =========== --> +<ul class="blockList"> +<li class="blockList"><a name="field.summary"> +<!-- --> +</a> +<h3>Field Summary</h3> +<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Field Summary table, listing fields, and an explanation"> +<caption><span>Fields</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Field and Description</th> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>static double</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#DEFAULT_LEARNING_RATE">DEFAULT_LEARNING_RATE</a></span></code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>static double</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#DEFAULT_PREVENT_OVERFITTING">DEFAULT_PREVENT_OVERFITTING</a></span></code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>static double</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#DEFAULT_RANDOM_NOISE">DEFAULT_RANDOM_NOISE</a></span></code> </td> +</tr> +</table> +</li> +</ul> +<!-- ======== CONSTRUCTOR SUMMARY ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor.summary"> +<!-- --> +</a> +<h3>Constructor Summary</h3> +<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation"> +<caption><span>Constructors</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tr class="altColor"> +<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.model.DataModel-int-int-">ParallelArraysSGDFactorizer</a></span>(<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/DataModel.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.model">DataModel</a> dataModel, + int numFeatures, + int numIterations)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.model.DataModel-int-int-double-double-double-">ParallelArraysSGDFactorizer</a></span>(<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/DataModel.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.model">DataModel</a> dataModel, + int numFeatures, + int numIterations, + double learningRate, + double preventOverfitting, + double randomNoise)</code> </td> +</tr> +<tr class="altColor"> +<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-">ParallelArraysSGDFactorizer</a></span>(<a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePrefs, + int numFeatures, + int numIterations)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-double-double-double-">ParallelArraysSGDFactorizer</a></span>(<a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePreferences, + int numFeatures, + int numIterations, + double learningRate, + double preventOverfitting, + double randomNoise)</code> </td> +</tr> +</table> +</li> +</ul> +<!-- ========== METHOD SUMMARY =========== --> +<ul class="blockList"> +<li class="blockList"><a name="method.summary"> +<!-- --> +</a> +<h3>Method Summary</h3> +<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> +<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Method and Description</th> +</tr> +<tr id="i0" class="altColor"> +<td class="colFirst"><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorization.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd">Factorization</a></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#factorize--">factorize</a></span>()</code> </td> +</tr> +<tr id="i1" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#refresh-java.util.Collection-">refresh</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/Collection.html?is-external=true"; title="class or interface in java.util">Collection</a><<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/Refreshable.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.common">Refreshable</a>> alreadyRefreshed)</code> </td> +</tr> +<tr id="i2" class="altColor"> +<td class="colFirst"><code>protected void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#shufflePreferences--">shufflePreferences</a></span>()</code> </td> +</tr> +<tr id="i3" class="rowColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#train-int-int-int-double-double-">train</a></span>(int userIndex, + int itemIndex, + int feature, + double original, + double cachedEstimate)</code> </td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object"> +<!-- --> +</a> +<h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a></h3> +<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#clone--"; title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#equals-java.lang.Object-"; title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#finalize--"; title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#getClass--"; title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#hashCode--"; title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notify--"; title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang /Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString--"; title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait--"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-int-"; title="class or interface in java.lang">wait</a></code></li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ============ FIELD DETAIL =========== --> +<ul class="blockList"> +<li class="blockList"><a name="field.detail"> +<!-- --> +</a> +<h3>Field Detail</h3> +<a name="DEFAULT_LEARNING_RATE"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>DEFAULT_LEARNING_RATE</h4> +<pre>public static final double DEFAULT_LEARNING_RATE</pre> +<dl> +<dt><span class="seeLabel">See Also:</span></dt> +<dd><a href="../../../../../../../../../constant-values.html#org.apache.mahout.cf.taste.example.kddcup.track1.svd.ParallelArraysSGDFactorizer.DEFAULT_LEARNING_RATE">Constant Field Values</a></dd> +</dl> +</li> +</ul> +<a name="DEFAULT_PREVENT_OVERFITTING"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>DEFAULT_PREVENT_OVERFITTING</h4> +<pre>public static final double DEFAULT_PREVENT_OVERFITTING</pre> +<dl> +<dt><span class="seeLabel">See Also:</span></dt> +<dd><a href="../../../../../../../../../constant-values.html#org.apache.mahout.cf.taste.example.kddcup.track1.svd.ParallelArraysSGDFactorizer.DEFAULT_PREVENT_OVERFITTING">Constant Field Values</a></dd> +</dl> +</li> +</ul> +<a name="DEFAULT_RANDOM_NOISE"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>DEFAULT_RANDOM_NOISE</h4> +<pre>public static final double DEFAULT_RANDOM_NOISE</pre> +<dl> +<dt><span class="seeLabel">See Also:</span></dt> +<dd><a href="../../../../../../../../../constant-values.html#org.apache.mahout.cf.taste.example.kddcup.track1.svd.ParallelArraysSGDFactorizer.DEFAULT_RANDOM_NOISE">Constant Field Values</a></dd> +</dl> +</li> +</ul> +</li> +</ul> +<!-- ========= CONSTRUCTOR DETAIL ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor.detail"> +<!-- --> +</a> +<h3>Constructor Detail</h3> +<a name="ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.model.DataModel-int-int-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>ParallelArraysSGDFactorizer</h4> +<pre>public ParallelArraysSGDFactorizer(<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/DataModel.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.model">DataModel</a> dataModel, + int numFeatures, + int numIterations)</pre> +</li> +</ul> +<a name="ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.model.DataModel-int-int-double-double-double-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>ParallelArraysSGDFactorizer</h4> +<pre>public ParallelArraysSGDFactorizer(<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/DataModel.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.model">DataModel</a> dataModel, + int numFeatures, + int numIterations, + double learningRate, + double preventOverfitting, + double randomNoise)</pre> +</li> +</ul> +<a name="ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>ParallelArraysSGDFactorizer</h4> +<pre>public ParallelArraysSGDFactorizer(<a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePrefs, + int numFeatures, + int numIterations)</pre> +</li> +</ul> +<a name="ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-double-double-double-"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>ParallelArraysSGDFactorizer</h4> +<pre>public ParallelArraysSGDFactorizer(<a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePreferences, + int numFeatures, + int numIterations, + double learningRate, + double preventOverfitting, + double randomNoise)</pre> +</li> +</ul> +</li> +</ul> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method.detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="factorize--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>factorize</h4> +<pre>public <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorization.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd">Factorization</a> factorize() + throws <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/TasteException.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.common">TasteException</a></pre> +<dl> +<dt><span class="overrideSpecifyLabel">Specified by:</span></dt> +<dd><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorizer.html?is-external=true#factorize--"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd">factorize</a></code> in interface <code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorizer.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd">Factorizer</a></code></dd> +<dt><span class="throwsLabel">Throws:</span></dt> +<dd><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/TasteException.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.common">TasteException</a></code></dd> +</dl> +</li> +</ul> +<a name="train-int-int-int-double-double-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>train</h4> +<pre>public double train(int userIndex, + int itemIndex, + int feature, + double original, + double cachedEstimate)</pre> +</li> +</ul> +<a name="shufflePreferences--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>shufflePreferences</h4> +<pre>protected void shufflePreferences()</pre> +</li> +</ul> +<a name="refresh-java.util.Collection-"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>refresh</h4> +<pre>public void refresh(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/Collection.html?is-external=true"; title="class or interface in java.util">Collection</a><<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/Refreshable.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.common">Refreshable</a>> alreadyRefreshed)</pre> +<dl> +<dt><span class="overrideSpecifyLabel">Specified by:</span></dt> +<dd><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/Refreshable.html?is-external=true#refresh-java.util.Collection-"; title="class or interface in org.apache.mahout.cf.taste.common">refresh</a></code> in interface <code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/Refreshable.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.common">Refreshable</a></code></dd> +</dl> +</li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +</div> +<!-- ========= END OF CLASS DATA ========= --> +<!-- ======= START OF BOTTOM NAVBAR ====== --> +<div class="bottomNav"><a name="navbar.bottom"> +<!-- --> +</a> +<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div> +<a name="navbar.bottom.firstrow"> +<!-- --> +</a> +<ul class="navList" title="Navigation"> +<li><a href="../../../../../../../../../overview-summary.html">Overview</a></li> +<li><a href="package-summary.html">Package</a></li> +<li class="navBarCell1Rev">Class</li> +<li><a href="class-use/ParallelArraysSGDFactorizer.html">Use</a></li> +<li><a href="package-tree.html">Tree</a></li> +<li><a href="../../../../../../../../../deprecated-list.html">Deprecated</a></li> +<li><a href="../../../../../../../../../index-all.html">Index</a></li> +<li><a href="../../../../../../../../../help-doc.html">Help</a></li> +</ul> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/KDDCupFactorizablePreferences.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1.svd"><span class="typeNameLink">Prev Class</span></a></li> +<li><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1.svd"><span class="typeNameLink">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../../../../index.html?org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html" target="_top">Frames</a></li> +<li><a href="ParallelArraysSGDFactorizer.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_bottom"> +<li><a href="../../../../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_bottom"); 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http://git-wip-us.apache.org/repos/asf/mahout/blob/01522230/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html ---------------------------------------------------------------------- diff --git a/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html b/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html new file mode 100644 index 0000000..0357ec4 --- /dev/null +++ b/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html @@ -0,0 +1,247 @@ +<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd";> +<!-- NewPage --> +<html lang="en"> +<head> +<!-- Generated by javadoc (1.8.0_121) on Fri Apr 14 22:13:00 PDT 2017 --> +<meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> +<title>Track1SVDRunner (Mahout Examples 0.13.0 API)</title> +<meta name="date" content="2017-04-14"> +<link rel="stylesheet" type="text/css" href="../../../../../../../../../stylesheet.css" title="Style"> +<script type="text/javascript" src="../../../../../../../../../script.js"></script> +</head> +<body> +<script type="text/javascript"><!-- + try { + if (location.href.indexOf('is-external=true') == -1) { + parent.document.title="Track1SVDRunner (Mahout Examples 0.13.0 API)"; + } + } + catch(err) { + } +//--> +var methods = {"i0":9}; +var tabs = {65535:["t0","All Methods"],1:["t1","Static Methods"],8:["t4","Concrete Methods"]}; +var altColor = "altColor"; +var rowColor = "rowColor"; +var tableTab = "tableTab"; +var activeTableTab = "activeTableTab"; +</script> +<noscript> +<div>JavaScript is disabled on your browser.</div> +</noscript> +<!-- ========= START OF TOP NAVBAR ======= --> +<div class="topNav"><a name="navbar.top"> +<!-- --> +</a> +<div class="skipNav"><a href="#skip.navbar.top" title="Skip navigation links">Skip navigation links</a></div> +<a name="navbar.top.firstrow"> +<!-- --> +</a> +<ul class="navList" title="Navigation"> +<li><a href="../../../../../../../../../overview-summary.html">Overview</a></li> +<li><a href="package-summary.html">Package</a></li> +<li class="navBarCell1Rev">Class</li> +<li><a href="class-use/Track1SVDRunner.html">Use</a></li> +<li><a href="package-tree.html">Tree</a></li> +<li><a href="../../../../../../../../../deprecated-list.html">Deprecated</a></li> +<li><a href="../../../../../../../../../index-all.html">Index</a></li> +<li><a href="../../../../../../../../../help-doc.html">Help</a></li> +</ul> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1.svd"><span class="typeNameLink">Prev Class</span></a></li> +<li>Next Class</li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../../../../index.html?org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html" target="_top">Frames</a></li> +<li><a href="Track1SVDRunner.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_top"> +<li><a href="../../../../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_top"); + if(window==top) { + allClassesLink.style.display = "block"; + } + else { + allClassesLink.style.display = "none"; + } + //--> +</script> +</div> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li>Nested | </li> +<li>Field | </li> +<li>Constr | </li> +<li><a href="#method.summary">Method</a></li> +</ul> +<ul class="subNavList"> +<li>Detail: </li> +<li>Field | </li> +<li>Constr | </li> +<li><a href="#method.detail">Method</a></li> +</ul> +</div> +<a name="skip.navbar.top"> +<!-- --> +</a></div> +<!-- ========= END OF TOP NAVBAR ========= --> +<!-- ======== START OF CLASS DATA ======== --> +<div class="header"> +<div class="subTitle">org.apache.mahout.cf.taste.example.kddcup.track1.svd</div> +<h2 title="Class Track1SVDRunner" class="title">Class Track1SVDRunner</h2> +</div> +<div class="contentContainer"> +<ul class="inheritance"> +<li><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">java.lang.Object</a></li> +<li> +<ul class="inheritance"> +<li>org.apache.mahout.cf.taste.example.kddcup.track1.svd.Track1SVDRunner</li> +</ul> +</li> +</ul> +<div class="description"> +<ul class="blockList"> +<li class="blockList"> +<hr> +<br> +<pre>public final class <span class="typeNameLabel">Track1SVDRunner</span> +extends <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a></pre> +<div class="block">run an SVD factorization of the KDD track1 data. + + needs at least 6-7GB of memory, tested with -Xms6700M -Xmx6700M</div> +</li> +</ul> +</div> +<div class="summary"> +<ul class="blockList"> +<li class="blockList"> +<!-- ========== METHOD SUMMARY =========== --> +<ul class="blockList"> +<li class="blockList"><a name="method.summary"> +<!-- --> +</a> +<h3>Method Summary</h3> +<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> +<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Method and Description</th> +</tr> +<tr id="i0" class="altColor"> +<td class="colFirst"><code>static void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html#main-java.lang.String:A-">main</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true"; title="class or interface in java.lang">String</a>[] args)</code> </td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object"> +<!-- --> +</a> +<h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a></h3> +<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#clone--"; title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#equals-java.lang.Object-"; title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#finalize--"; title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#getClass--"; title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#hashCode--"; title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notify--"; title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang /Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString--"; title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait--"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-int-"; title="class or interface in java.lang">wait</a></code></li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method.detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="main-java.lang.String:A-"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>main</h4> +<pre>public static void main(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true"; title="class or interface in java.lang">String</a>[] args) + throws <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true"; title="class or interface in java.lang">Exception</a></pre> +<dl> +<dt><span class="throwsLabel">Throws:</span></dt> +<dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true"; title="class or interface in java.lang">Exception</a></code></dd> +</dl> +</li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +</div> +<!-- ========= END OF CLASS DATA ========= --> +<!-- ======= START OF BOTTOM NAVBAR ====== --> +<div class="bottomNav"><a name="navbar.bottom"> +<!-- --> +</a> +<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div> +<a name="navbar.bottom.firstrow"> +<!-- --> +</a> +<ul class="navList" title="Navigation"> +<li><a href="../../../../../../../../../overview-summary.html">Overview</a></li> +<li><a href="package-summary.html">Package</a></li> +<li class="navBarCell1Rev">Class</li> +<li><a href="class-use/Track1SVDRunner.html">Use</a></li> +<li><a href="package-tree.html">Tree</a></li> +<li><a href="../../../../../../../../../deprecated-list.html">Deprecated</a></li> +<li><a href="../../../../../../../../../index-all.html">Index</a></li> +<li><a href="../../../../../../../../../help-doc.html">Help</a></li> +</ul> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1.svd"><span class="typeNameLink">Prev Class</span></a></li> +<li>Next Class</li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../../../../index.html?org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html" target="_top">Frames</a></li> +<li><a href="Track1SVDRunner.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_bottom"> +<li><a href="../../../../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_bottom"); 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title="class or interface in org.apache.mahout.cf.taste.model"><code>DataModel</code></a>s into <a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1.svd"><code>ParallelArraysSGDFactorizer</code></a></div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>class </code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/KDDCupFactorizablePreferences.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1.svd">KDDCupFactorizablePreferences</a></span></code> </td> +</tr> +</tbody> +</table> +<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> +<caption><span>Constructors in <a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/package-summary.html">org.apache.mahout.cf.taste.example.kddcup.track1.svd</a> with parameters of type <a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a></span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tbody> +<tr class="altColor"> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-">ParallelArraysSGDFactorizer</a></span>(<a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePrefs, + int numFeatures, + int numIterations)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-double-double-double-">ParallelArraysSGDFactorizer</a></span>(<a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePreferences, + int numFeatures, + int numIterations, + double learningRate, + double preventOverfitting, + double randomNoise)</code> </td> +</tr> +</tbody> +</table> +</li> +</ul> +</li> +</ul> +</div> +<!-- ======= START OF BOTTOM NAVBAR ====== --> +<div class="bottomNav"><a name="navbar.bottom"> +<!-- --> +</a> +<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div> +<a name="navbar.bottom.firstrow"> +<!-- --> +</a> +<ul class="navList" title="Navigation"> +<li><a href="../../../../../../../../../../overview-summary.html">Overview</a></li> +<li><a href="../package-summary.html">Package</a></li> +<li><a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">Class</a></li> +<li class="navBarCell1Rev">Use</li> +<li><a href="../package-tree.html">Tree</a></li> +<li><a href="../../../../../../../../../../deprecated-list.html">Deprecated</a></li> +<li><a href="../../../../../../../../../../index-all.html">Index</a></li> +<li><a href="../../../../../../../../../../help-doc.html">Help</a></li> +</ul> +</div> +<div class="subNav"> +<ul class="navList"> +<li>Prev</li> +<li>Next</li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../../../../../index.html?org/apache/mahout/cf/taste/example/kddcup/track1/svd/class-use/FactorizablePreferences.html" target="_top">Frames</a></li> +<li><a href="FactorizablePreferences.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_bottom"> +<li><a href="../../../../../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_bottom"); 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