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Posted to commits@mahout.apache.org by dl...@apache.org on 2015/06/01 07:34:58 UTC
[41/51] [partial] mahout git commit: docs Mahout 0.10.1 release
http://git-wip-us.apache.org/repos/asf/mahout/blob/5221b0a7/0.10.1/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/package-summary.html
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diff --git a/0.10.1/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/package-summary.html b/0.10.1/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/package-summary.html
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+<!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 (version 1.7.0_45) on Sat May 30 21:40:30 EDT 2015 -->
+<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
+<title>org.apache.mahout.cf.taste.example.kddcup (Mahout Examples 0.10.1 API)</title>
+<meta name="date" content="2015-05-30">
+<link rel="stylesheet" type="text/css" href="../../../../../../../stylesheet.css" title="Style">
+</head>
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+<script type="text/javascript"><!--
+ if (location.href.indexOf('is-external=true') == -1) {
+ parent.document.title="org.apache.mahout.cf.taste.example.kddcup (Mahout Examples 0.10.1 API)";
+ }
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+<noscript>
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+<li><a href="../../../../../../../overview-summary.html">Overview</a></li>
+<li class="navBarCell1Rev">Package</li>
+<li>Class</li>
+<li><a href="package-use.html">Use</a></li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../../../../deprecated-list.html">Deprecated</a></li>
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+<li><a href="../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/package-summary.html">Next Package</a></li>
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+<li><a href="../../../../../../../index.html?org/apache/mahout/cf/taste/example/kddcup/package-summary.html" target="_top">Frames</a></li>
+<li><a href="package-summary.html" target="_top">No Frames</a></li>
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+<a name="skip-navbar_top">
+<!-- -->
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+<!-- ========= END OF TOP NAVBAR ========= -->
+<div class="header">
+<h1 title="Package" class="title">Package org.apache.mahout.cf.taste.example.kddcup</h1>
+</div>
+<div class="contentContainer">
+<ul class="blockList">
+<li class="blockList">
+<table class="packageSummary" border="0" cellpadding="3" cellspacing="0" summary="Class Summary table, listing classes, and an explanation">
+<caption><span>Class Summary</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Class</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tbody>
+<tr class="altColor">
+<td class="colFirst"><a href="../../../../../../../org/apache/mahout/cf/taste/example/kddcup/DataFileIterable.html" title="class in org.apache.mahout.cf.taste.example.kddcup">DataFileIterable</a></td>
+<td class="colLast"> </td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><a href="../../../../../../../org/apache/mahout/cf/taste/example/kddcup/DataFileIterator.html" title="class in org.apache.mahout.cf.taste.example.kddcup">DataFileIterator</a></td>
+<td class="colLast">
+<div class="block">An <a href="http://docs.oracle.com/javase/7/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util"><code>Iterator</code></a> which iterates over any of the KDD Cup's rating files.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><a href="../../../../../../../org/apache/mahout/cf/taste/example/kddcup/KDDCupDataModel.html" title="class in org.apache.mahout.cf.taste.example.kddcup">KDDCupDataModel</a></td>
+<td class="colLast">
+<div class="block">An <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> which reads into memory any of the KDD Cup's rating files; it is really
+ meant for use with training data in the files trainIdx{1,2}}.txt.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><a href="../../../../../../../org/apache/mahout/cf/taste/example/kddcup/ToCSV.html" title="class in org.apache.mahout.cf.taste.example.kddcup">ToCSV</a></td>
+<td class="colLast">
+<div class="block">This class converts a KDD Cup input file into a compressed CSV format.</div>
+</td>
+</tr>
+</tbody>
+</table>
+</li>
+</ul>
+</div>
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
+<div class="bottomNav"><a name="navbar_bottom">
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+<li>Class</li>
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+<li><a href="../../../../../../../deprecated-list.html">Deprecated</a></li>
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http://git-wip-us.apache.org/repos/asf/mahout/blob/5221b0a7/0.10.1/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/package-tree.html
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diff --git a/0.10.1/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/package-tree.html b/0.10.1/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/package-tree.html
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+<!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 (version 1.7.0_45) on Sat May 30 21:40:30 EDT 2015 -->
+<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
+<title>org.apache.mahout.cf.taste.example.kddcup Class Hierarchy (Mahout Examples 0.10.1 API)</title>
+<meta name="date" content="2015-05-30">
+<link rel="stylesheet" type="text/css" href="../../../../../../../stylesheet.css" title="Style">
+</head>
+<body>
+<script type="text/javascript"><!--
+ if (location.href.indexOf('is-external=true') == -1) {
+ parent.document.title="org.apache.mahout.cf.taste.example.kddcup Class Hierarchy (Mahout Examples 0.10.1 API)";
+ }
+//-->
+</script>
+<noscript>
+<div>JavaScript is disabled on your browser.</div>
+</noscript>
+<!-- ========= START OF TOP NAVBAR ======= -->
+<div class="topNav"><a name="navbar_top">
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+<ul class="navList" title="Navigation">
+<li><a href="../../../../../../../overview-summary.html">Overview</a></li>
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+<li><a href="../../../../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../../../../index-all.html">Index</a></li>
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+<li><a href="../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/package-tree.html">Next</a></li>
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+<li><a href="../../../../../../../index.html?org/apache/mahout/cf/taste/example/kddcup/package-tree.html" target="_top">Frames</a></li>
+<li><a href="package-tree.html" target="_top">No Frames</a></li>
+</ul>
+<ul class="navList" id="allclasses_navbar_top">
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+</div>
+<a name="skip-navbar_top">
+<!-- -->
+</a></div>
+<!-- ========= END OF TOP NAVBAR ========= -->
+<div class="header">
+<h1 class="title">Hierarchy For Package org.apache.mahout.cf.taste.example.kddcup</h1>
+<span class="strong">Package Hierarchies:</span>
+<ul class="horizontal">
+<li><a href="../../../../../../../overview-tree.html">All Packages</a></li>
+</ul>
+</div>
+<div class="contentContainer">
+<h2 title="Class Hierarchy">Class Hierarchy</h2>
+<ul>
+<li type="circle">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"><span class="strong">Object</span></a>
+<ul>
+<li type="circle">org.apache.mahout.cf.taste.example.kddcup.<a href="../../../../../../../org/apache/mahout/cf/taste/example/kddcup/DataFileIterable.html" title="class in org.apache.mahout.cf.taste.example.kddcup"><span class="strong">DataFileIterable</span></a> (implements java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Iterable.html?is-external=true" title="class or interface in java.lang">Iterable</a><T>)</li>
+<li type="circle">org.apache.mahout.cf.taste.example.kddcup.<a href="../../../../../../../org/apache/mahout/cf/taste/example/kddcup/KDDCupDataModel.html" title="class in org.apache.mahout.cf.taste.example.kddcup"><span class="strong">KDDCupDataModel</span></a> (implements org.apache.mahout.cf.taste.model.<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>)</li>
+<li type="circle">org.apache.mahout.cf.taste.example.kddcup.<a href="../../../../../../../org/apache/mahout/cf/taste/example/kddcup/ToCSV.html" title="class in org.apache.mahout.cf.taste.example.kddcup"><span class="strong">ToCSV</span></a></li>
+<li type="circle">com.google.common.collect.UnmodifiableIterator<E> (implements java.util.<a href="http://docs.oracle.com/javase/7/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a><E>)
+<ul>
+<li type="circle">com.google.common.collect.AbstractIterator<T>
+<ul>
+<li type="circle">org.apache.mahout.cf.taste.example.kddcup.<a href="../../../../../../../org/apache/mahout/cf/taste/example/kddcup/DataFileIterator.html" title="class in org.apache.mahout.cf.taste.example.kddcup"><span class="strong">DataFileIterator</span></a> (implements java.io.<a href="http://docs.oracle.com/javase/7/docs/api/java/io/Closeable.html?is-external=true" title="class or interface in java.io">Closeable</a>, org.apache.mahout.cf.taste.impl.common.<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/common/SkippingIterator.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.impl.common">SkippingIterator</a><V>)</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
+<div class="bottomNav"><a name="navbar_bottom">
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+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
+<!-- NewPage -->
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+<head>
+<!-- Generated by javadoc (version 1.7.0_45) on Sat May 30 21:40:30 EDT 2015 -->
+<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
+<title>Uses of Package org.apache.mahout.cf.taste.example.kddcup (Mahout Examples 0.10.1 API)</title>
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+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
+<!-- NewPage -->
+<html lang="en">
+<head>
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+<li><a href="package-tree.html">Tree</a></li>
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+<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">
+<!-- -->
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+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">org.apache.mahout.cf.taste.example.kddcup.track1</div>
+<h2 title="Class EstimateConverter" class="title">Class EstimateConverter</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.EstimateConverter</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
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+<hr>
+<br>
+<pre>public final class <span class="strong">EstimateConverter</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>
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+<li class="blockList">
+<!-- ========== METHOD SUMMARY =========== -->
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+<li class="blockList"><a name="method_summary">
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+<h3>Method Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
+<caption><span>Methods</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>static byte</code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/EstimateConverter.html#convert(double, long, long)">convert</a></strong>(double estimate,
+ long userID,
+ long itemID)</code> </td>
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+<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>
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+</li>
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+<li class="blockList">
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+<li class="blockList"><a name="method_detail">
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+<h4>convert</h4>
+<pre>public static byte convert(double estimate,
+ long userID,
+ long itemID)</pre>
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+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
+<div class="bottomNav"><a name="navbar_bottom">
+<!-- -->
+</a><a href="#skip-navbar_bottom" title="Skip navigation links"></a><a name="navbar_bottom_firstrow">
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+<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_bottom">
+<!-- -->
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+<!-- ======== END OF BOTTOM NAVBAR ======= -->
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+</html>
http://git-wip-us.apache.org/repos/asf/mahout/blob/5221b0a7/0.10.1/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html
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@@ -0,0 +1,461 @@
+<!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 (version 1.7.0_45) on Sat May 30 21:40:28 EDT 2015 -->
+<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
+<title>Track1Recommender (Mahout Examples 0.10.1 API)</title>
+<meta name="date" content="2015-05-30">
+<link rel="stylesheet" type="text/css" href="../../../../../../../../stylesheet.css" title="Style">
+</head>
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+<script type="text/javascript"><!--
+ if (location.href.indexOf('is-external=true') == -1) {
+ parent.document.title="Track1Recommender (Mahout Examples 0.10.1 API)";
+ }
+//-->
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+<noscript>
+<div>JavaScript is disabled on your browser.</div>
+</noscript>
+<!-- ========= START OF TOP NAVBAR ======= -->
+<div class="topNav"><a name="navbar_top">
+<!-- -->
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+<!-- -->
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+<li><a href="../../../../../../../../overview-summary.html">Overview</a></li>
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+<li class="navBarCell1Rev">Class</li>
+<li><a href="class-use/Track1Recommender.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>
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+</ul>
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+<div class="subNav">
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+<li><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/EstimateConverter.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1"><span class="strong">Prev Class</span></a></li>
+<li><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1RecommenderEvaluator.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1"><span class="strong">Next Class</span></a></li>
+</ul>
+<ul class="navList">
+<li><a href="../../../../../../../../index.html?org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html" target="_top">Frames</a></li>
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+<ul class="navList" id="allclasses_navbar_top">
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+ //-->
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+<ul class="subNavList">
+<li>Summary: </li>
+<li>Nested | </li>
+<li>Field | </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>Field | </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</div>
+<h2 title="Class Track1Recommender" class="title">Class Track1Recommender</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.Track1Recommender</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/recommender/Recommender.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.recommender">Recommender</a></dd>
+</dl>
+<hr>
+<br>
+<pre>public final class <span class="strong">Track1Recommender</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/recommender/Recommender.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.recommender">Recommender</a></pre>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor_summary">
+<!-- -->
+</a>
+<h3>Constructor Summary</h3>
+<table class="overviewSummary" 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><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html#Track1Recommender(org.apache.mahout.cf.taste.model.DataModel)">Track1Recommender</a></strong>(<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)</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="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
+<caption><span>Methods</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>float</code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html#estimatePreference(long, long)">estimatePreference</a></strong>(long userID,
+ long itemID)</code> </td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code><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></code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html#getDataModel()">getDataModel</a></strong>()</code> </td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/recommender/RecommendedItem.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.recommender">RecommendedItem</a>></code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html#recommend(long, int)">recommend</a></strong>(long userID,
+ int howMany)</code> </td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/recommender/RecommendedItem.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.recommender">RecommendedItem</a>></code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html#recommend(long, int, boolean)">recommend</a></strong>(long userID,
+ int howMany,
+ boolean includeKnownItems)</code> </td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/recommender/RecommendedItem.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.recommender">RecommendedItem</a>></code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html#recommend(long, int, org.apache.mahout.cf.taste.recommender.IDRescorer)">recommend</a></strong>(long userID,
+ int howMany,
+ <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/recommender/IDRescorer.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.recommender">IDRescorer</a> rescorer)</code> </td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/recommender/RecommendedItem.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.recommender">RecommendedItem</a>></code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html#recommend(long, int, org.apache.mahout.cf.taste.recommender.IDRescorer, boolean)">recommend</a></strong>(long userID,
+ int howMany,
+ <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/recommender/IDRescorer.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.recommender">IDRescorer</a> rescorer,
+ boolean includeKnownItems)</code> </td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html#refresh(java.util.Collection)">refresh</a></strong>(<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 class="rowColor">
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+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html#removePreference(long, long)">removePreference</a></strong>(long userID,
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+ long itemID,
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+ int howMany)
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+<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>
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+ 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>
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+<dt><strong>Specified by:</strong></dt>
+<dd><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/recommender/Recommender.html?is-external=true#removePreference(long, long)" title="class or interface in org.apache.mahout.cf.taste.recommender">removePreference</a></code> in interface <code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/recommender/Recommender.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.recommender">Recommender</a></code></dd>
+<dt><span class="strong">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>
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+<dl>
+<dt><strong>Specified by:</strong></dt>
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+<dl>
+<dt><strong>Overrides:</strong></dt>
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+</dl>
+</li>
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+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
+<div class="bottomNav"><a name="navbar_bottom">
+<!-- -->
+</a><a href="#skip-navbar_bottom" title="Skip navigation links"></a><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/Track1Recommender.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/EstimateConverter.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1"><span class="strong">Prev Class</span></a></li>
+<li><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1RecommenderEvaluator.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1"><span class="strong">Next Class</span></a></li>
+</ul>
+<ul class="navList">
+<li><a href="../../../../../../../../index.html?org/apache/mahout/cf/taste/example/kddcup/track1/Track1Recommender.html" target="_top">Frames</a></li>
+<li><a href="Track1Recommender.html" target="_top">No Frames</a></li>
+</ul>
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+ //-->
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+<div>
+<ul class="subNavList">
+<li>Summary: </li>
+<li>Nested | </li>
+<li>Field | </li>
+<li><a href="#constructor_summary">Constr</a> | </li>
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+<!-- -->
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+<!-- ======== END OF BOTTOM NAVBAR ======= -->
+<p class="legalCopy"><small>Copyright © 2008–2015 <a href="http://www.apache.org/">The Apache Software Foundation</a>. All rights reserved.</small></p>
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+<title>Track1RecommenderEvaluator (Mahout Examples 0.10.1 API)</title>
+<meta name="date" content="2015-05-30">
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+<li><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1RecommenderEvaluatorRunner.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1"><span class="strong">Next Class</span></a></li>
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+<ul class="subNavList">
+<li>Summary: </li>
+<li><a href="#nested_classes_inherited_from_class_org.apache.mahout.cf.taste.impl.eval.AbstractDifferenceRecommenderEvaluator">Nested</a> | </li>
+<li>Field | </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>Field | </li>
+<li><a href="#constructor_detail">Constr</a> | </li>
+<li><a href="#method_detail">Method</a></li>
+</ul>
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+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">org.apache.mahout.cf.taste.example.kddcup.track1</div>
+<h2 title="Class Track1RecommenderEvaluator" class="title">Class Track1RecommenderEvaluator</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><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.impl.eval">org.apache.mahout.cf.taste.impl.eval.AbstractDifferenceRecommenderEvaluator</a></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.mahout.cf.taste.example.kddcup.track1.Track1RecommenderEvaluator</li>
+</ul>
+</li>
+</ul>
+</li>
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+<div class="description">
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+<dt>All Implemented Interfaces:</dt>
+<dd><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/eval/RecommenderEvaluator.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.eval">RecommenderEvaluator</a></dd>
+</dl>
+<hr>
+<br>
+<pre>public final class <span class="strong">Track1RecommenderEvaluator</span>
+extends <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.impl.eval">AbstractDifferenceRecommenderEvaluator</a></pre>
+<div class="block">Attempts to run an evaluation just like that dictated for Yahoo's KDD Cup, Track 1.
+ It will compute the RMSE of a validation data set against the predicted ratings from
+ the training data set.</div>
+</li>
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+<code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.PreferenceEstimateCallable.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.impl.eval">AbstractDifferenceRecommenderEvaluator.PreferenceEstimateCallable</a></code></li>
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+<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><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1RecommenderEvaluator.html#Track1RecommenderEvaluator(java.io.File)">Track1RecommenderEvaluator</a></strong>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/File.html?is-external=true" title="class or interface in java.io">File</a> dataFileDirectory)</code> </td>
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+<caption><span>Methods</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
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+<tr class="altColor">
+<td class="colFirst"><code>protected double</code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1RecommenderEvaluator.html#computeFinalEvaluation()">computeFinalEvaluation</a></strong>()</code> </td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1RecommenderEvaluator.html#evaluate(org.apache.mahout.cf.taste.eval.RecommenderBuilder, org.apache.mahout.cf.taste.eval.DataModelBuilder, org.apache.mahout.cf.taste.model.DataModel, double, double)">evaluate</a></strong>(<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/eval/RecommenderBuilder.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.eval">RecommenderBuilder</a> recommenderBuilder,
+ <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/eval/DataModelBuilder.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.eval">DataModelBuilder</a> dataModelBuilder,
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+ double trainingPercentage,
+ double evaluationPercentage)</code> </td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>protected void</code></td>
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+ <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/Preference.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.model">Preference</a> realPref)</code> </td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>protected void</code></td>
+<td class="colLast"><code><strong><a href="../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/Track1RecommenderEvaluator.html#reset()">reset</a></strong>()</code> </td>
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+<code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true#execute(java.util.Collection, java.util.concurrent.atomic.AtomicInteger, org.apache.mahout.cf.taste.impl.common.RunningAverageAndStdDev)" title="class or interface in org.apache.mahout.cf.taste.impl.eval">execute</a>, <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true#getMaxPreference()" title="class or interface in org.apache.mahout.cf.taste.impl.eval">getMaxPreference</a>, <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true#getMinPreference()" title="class or interface in org.apache.mahout.cf.taste.impl.eval">getMinPreference</a>, <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferen
ceRecommenderEvaluator.html?is-external=true#setMaxPreference(float)" title="class or interface in org.apache.mahout.cf.taste.impl.eval">setMaxPreference</a>, <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true#setMinPreference(float)" title="class or interface in org.apache.mahout.cf.taste.impl.eval">setMinPreference</a></code></li>
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+<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
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+<h3>Constructor Detail</h3>
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+<h4>Track1RecommenderEvaluator</h4>
+<pre>public Track1RecommenderEvaluator(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/File.html?is-external=true" title="class or interface in java.io">File</a> dataFileDirectory)</pre>
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+<h3>Method Detail</h3>
+<a name="evaluate(org.apache.mahout.cf.taste.eval.RecommenderBuilder, org.apache.mahout.cf.taste.eval.DataModelBuilder, org.apache.mahout.cf.taste.model.DataModel, double, double)">
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+<pre>public double evaluate(<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/eval/RecommenderBuilder.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.eval">RecommenderBuilder</a> recommenderBuilder,
+ <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/eval/DataModelBuilder.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.eval">DataModelBuilder</a> dataModelBuilder,
+ <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,
+ double trainingPercentage,
+ double evaluationPercentage)
+ 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><strong>Specified by:</strong></dt>
+<dd><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/eval/RecommenderEvaluator.html?is-external=true#evaluate(org.apache.mahout.cf.taste.eval.RecommenderBuilder, org.apache.mahout.cf.taste.eval.DataModelBuilder, org.apache.mahout.cf.taste.model.DataModel, double, double)" title="class or interface in org.apache.mahout.cf.taste.eval">evaluate</a></code> in interface <code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/eval/RecommenderEvaluator.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.eval">RecommenderEvaluator</a></code></dd>
+<dt><strong>Overrides:</strong></dt>
+<dd><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true#evaluate(org.apache.mahout.cf.taste.eval.RecommenderBuilder, org.apache.mahout.cf.taste.eval.DataModelBuilder, org.apache.mahout.cf.taste.model.DataModel, double, double)" title="class or interface in org.apache.mahout.cf.taste.impl.eval">evaluate</a></code> in class <code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.impl.eval">AbstractDifferenceRecommenderEvaluator</a></code></dd>
+<dt><span class="strong">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="reset()">
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+<h4>reset</h4>
+<pre>protected void reset()</pre>
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+<dt><strong>Specified by:</strong></dt>
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+</dl>
+</li>
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+<h4>processOneEstimate</h4>
+<pre>protected void processOneEstimate(float estimatedPreference,
+ <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/Preference.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.model">Preference</a> realPref)</pre>
+<dl>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true#processOneEstimate(float, org.apache.mahout.cf.taste.model.Preference)" title="class or interface in org.apache.mahout.cf.taste.impl.eval">processOneEstimate</a></code> in class <code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.impl.eval">AbstractDifferenceRecommenderEvaluator</a></code></dd>
+</dl>
+</li>
+</ul>
+<a name="computeFinalEvaluation()">
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+</a>
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+<h4>computeFinalEvaluation</h4>
+<pre>protected double computeFinalEvaluation()</pre>
+<dl>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true#computeFinalEvaluation()" title="class or interface in org.apache.mahout.cf.taste.impl.eval">computeFinalEvaluation</a></code> in class <code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/eval/AbstractDifferenceRecommenderEvaluator.html?is-external=true" title="class or interface in org.apache.mahout.cf.taste.impl.eval">AbstractDifferenceRecommenderEvaluator</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><a href="#skip-navbar_bottom" title="Skip navigation links"></a><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/Track1RecommenderEvaluator.html">Use</a></li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../../../../../deprecated-list.html">Deprecated</a></li>
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