http://git-wip-us.apache.org/repos/asf/incubator-samoa/blob/7d3069f9/docs/api/com/yahoo/labs/samoa/instances/class-use/InstanceData.html
----------------------------------------------------------------------
diff --git 
a/docs/api/com/yahoo/labs/samoa/instances/class-use/InstanceData.html 
b/docs/api/com/yahoo/labs/samoa/instances/class-use/InstanceData.html
deleted file mode 100644
index 49c9dc8..0000000
--- a/docs/api/com/yahoo/labs/samoa/instances/class-use/InstanceData.html
+++ /dev/null
@@ -1,177 +0,0 @@
-<!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 Sep 13 18:11:56 CEST 2014 
-->
-<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
-<title>Uses of Interface com.yahoo.labs.samoa.instances.InstanceData (SAMOA 
0.2.0-SNAPSHOT API)</title>
-<meta name="date" content="2014-09-13">
-<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="Uses of Interface 
com.yahoo.labs.samoa.instances.InstanceData (SAMOA 0.2.0-SNAPSHOT API)";
-    }
-//-->
-</script>
-<noscript>
-<div>JavaScript is disabled on your browser.</div>
-</noscript>
-<!-- ========= START OF TOP NAVBAR ======= -->
-<div class="topNav"><a name="navbar_top">
-<!--   -->
-</a><a href="#skip-navbar_top" title="Skip navigation links"></a><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><a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceData.html" 
title="interface in com.yahoo.labs.samoa.instances">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>
-</ul>
-<div class="aboutLanguage"><em>SAMOA, 0.2.0-SNAPSHOT</em></div>
-</div>
-<div class="subNav">
-<ul class="navList">
-<li>Prev</li>
-<li>Next</li>
-</ul>
-<ul class="navList">
-<li><a 
href="../../../../../../index.html?com/yahoo/labs/samoa/instances/class-use/InstanceData.html"
 target="_top">Frames</a></li>
-<li><a href="InstanceData.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>
-<a name="skip-navbar_top">
-<!--   -->
-</a></div>
-<!-- ========= END OF TOP NAVBAR ========= -->
-<div class="header">
-<h2 title="Uses of Interface com.yahoo.labs.samoa.instances.InstanceData" 
class="title">Uses of 
Interface<br>com.yahoo.labs.samoa.instances.InstanceData</h2>
-</div>
-<div class="classUseContainer">
-<ul class="blockList">
-<li class="blockList">
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
packages, and an explanation">
-<caption><span>Packages that use <a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceData.html" 
title="interface in 
com.yahoo.labs.samoa.instances">InstanceData</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Package</th>
-<th class="colLast" scope="col">Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.instances">com.yahoo.labs.samoa.instances</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList">
-<ul class="blockList">
-<li class="blockList"><a name="com.yahoo.labs.samoa.instances">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceData.html" 
title="interface in com.yahoo.labs.samoa.instances">InstanceData</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
classes, and an explanation">
-<caption><span>Classes in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a>
 that implement <a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceData.html" 
title="interface in 
com.yahoo.labs.samoa.instances">InstanceData</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Class and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code>class&nbsp;</code></td>
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/DenseInstanceData.html" 
title="class in 
com.yahoo.labs.samoa.instances">DenseInstanceData</a></strong></code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code>class&nbsp;</code></td>
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/SingleClassInstanceData.html"
 title="class in 
com.yahoo.labs.samoa.instances">SingleClassInstanceData</a></strong></code>&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><code>class&nbsp;</code></td>
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/SparseInstanceData.html" 
title="class in 
com.yahoo.labs.samoa.instances">SparseInstanceData</a></strong></code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
constructors, and an explanation">
-<caption><span>Constructors in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceData.html" 
title="interface in 
com.yahoo.labs.samoa.instances">InstanceData</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colOne" scope="col">Constructor and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/SingleLabelInstance.html#SingleLabelInstance(double,
 
com.yahoo.labs.samoa.instances.InstanceData)">SingleLabelInstance</a></strong>(double&nbsp;weight,
-                   <a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceData.html" 
title="interface in 
com.yahoo.labs.samoa.instances">InstanceData</a>&nbsp;instanceData)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-</ul>
-</li>
-</ul>
-</div>
-<!-- ======= 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><a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceData.html" 
title="interface in com.yahoo.labs.samoa.instances">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>
-</ul>
-<div class="aboutLanguage"><em>Scalable Advanced Massive Online Analysis, 
0.2.0-SNAPSHOT</em></div>
-</div>
-<div class="subNav">
-<ul class="navList">
-<li>Prev</li>
-<li>Next</li>
-</ul>
-<ul class="navList">
-<li><a 
href="../../../../../../index.html?com/yahoo/labs/samoa/instances/class-use/InstanceData.html"
 target="_top">Frames</a></li>
-<li><a href="InstanceData.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");
-  if(window==top) {
-    allClassesLink.style.display = "block";
-  }
-  else {
-    allClassesLink.style.display = "none";
-  }
-  //-->
-</script>
-</div>
-<a name="skip-navbar_bottom">
-<!--   -->
-</a></div>
-<!-- ======== END OF BOTTOM NAVBAR ======= -->
-<p class="legalCopy"><small>Copyright &#169; 2014 <a 
href="http://labs.yahoo.com";>Yahoo! Labs</a>. All rights reserved.</small></p>
-</body>
-</html>

http://git-wip-us.apache.org/repos/asf/incubator-samoa/blob/7d3069f9/docs/api/com/yahoo/labs/samoa/instances/class-use/InstanceInformation.html
----------------------------------------------------------------------
diff --git 
a/docs/api/com/yahoo/labs/samoa/instances/class-use/InstanceInformation.html 
b/docs/api/com/yahoo/labs/samoa/instances/class-use/InstanceInformation.html
deleted file mode 100644
index 5db9afd..0000000
--- a/docs/api/com/yahoo/labs/samoa/instances/class-use/InstanceInformation.html
+++ /dev/null
@@ -1,168 +0,0 @@
-<!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 Sep 13 18:11:56 CEST 2014 
-->
-<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
-<title>Uses of Class com.yahoo.labs.samoa.instances.InstanceInformation (SAMOA 
0.2.0-SNAPSHOT API)</title>
-<meta name="date" content="2014-09-13">
-<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="Uses of Class 
com.yahoo.labs.samoa.instances.InstanceInformation (SAMOA 0.2.0-SNAPSHOT API)";
-    }
-//-->
-</script>
-<noscript>
-<div>JavaScript is disabled on your browser.</div>
-</noscript>
-<!-- ========= START OF TOP NAVBAR ======= -->
-<div class="topNav"><a name="navbar_top">
-<!--   -->
-</a><a href="#skip-navbar_top" title="Skip navigation links"></a><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><a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceInformation.html"
 title="class in com.yahoo.labs.samoa.instances">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>
-</ul>
-<div class="aboutLanguage"><em>SAMOA, 0.2.0-SNAPSHOT</em></div>
-</div>
-<div class="subNav">
-<ul class="navList">
-<li>Prev</li>
-<li>Next</li>
-</ul>
-<ul class="navList">
-<li><a 
href="../../../../../../index.html?com/yahoo/labs/samoa/instances/class-use/InstanceInformation.html"
 target="_top">Frames</a></li>
-<li><a href="InstanceInformation.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>
-<a name="skip-navbar_top">
-<!--   -->
-</a></div>
-<!-- ========= END OF TOP NAVBAR ========= -->
-<div class="header">
-<h2 title="Uses of Class com.yahoo.labs.samoa.instances.InstanceInformation" 
class="title">Uses of 
Class<br>com.yahoo.labs.samoa.instances.InstanceInformation</h2>
-</div>
-<div class="classUseContainer">
-<ul class="blockList">
-<li class="blockList">
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
packages, and an explanation">
-<caption><span>Packages that use <a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceInformation.html"
 title="class in 
com.yahoo.labs.samoa.instances">InstanceInformation</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Package</th>
-<th class="colLast" scope="col">Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.instances">com.yahoo.labs.samoa.instances</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList">
-<ul class="blockList">
-<li class="blockList"><a name="com.yahoo.labs.samoa.instances">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceInformation.html"
 title="class in com.yahoo.labs.samoa.instances">InstanceInformation</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a>
 that return <a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceInformation.html"
 title="class in 
com.yahoo.labs.samoa.instances">InstanceInformation</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code><a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceInformation.html"
 title="class in 
com.yahoo.labs.samoa.instances">InstanceInformation</a></code></td>
-<td class="colLast"><span class="strong">ArffLoader.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/ArffLoader.html#getStructure()">getStructure</a></strong>()</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
constructors, and an explanation">
-<caption><span>Constructors in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceInformation.html"
 title="class in 
com.yahoo.labs.samoa.instances">InstanceInformation</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colOne" scope="col">Constructor and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceInformation.html#InstanceInformation(com.yahoo.labs.samoa.instances.InstanceInformation)">InstanceInformation</a></strong>(<a
 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceInformation.html"
 title="class in 
com.yahoo.labs.samoa.instances">InstanceInformation</a>&nbsp;chunk)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-</ul>
-</li>
-</ul>
-</div>
-<!-- ======= 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><a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstanceInformation.html"
 title="class in com.yahoo.labs.samoa.instances">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>
-</ul>
-<div class="aboutLanguage"><em>Scalable Advanced Massive Online Analysis, 
0.2.0-SNAPSHOT</em></div>
-</div>
-<div class="subNav">
-<ul class="navList">
-<li>Prev</li>
-<li>Next</li>
-</ul>
-<ul class="navList">
-<li><a 
href="../../../../../../index.html?com/yahoo/labs/samoa/instances/class-use/InstanceInformation.html"
 target="_top">Frames</a></li>
-<li><a href="InstanceInformation.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");
-  if(window==top) {
-    allClassesLink.style.display = "block";
-  }
-  else {
-    allClassesLink.style.display = "none";
-  }
-  //-->
-</script>
-</div>
-<a name="skip-navbar_bottom">
-<!--   -->
-</a></div>
-<!-- ======== END OF BOTTOM NAVBAR ======= -->
-<p class="legalCopy"><small>Copyright &#169; 2014 <a 
href="http://labs.yahoo.com";>Yahoo! Labs</a>. All rights reserved.</small></p>
-</body>
-</html>

http://git-wip-us.apache.org/repos/asf/incubator-samoa/blob/7d3069f9/docs/api/com/yahoo/labs/samoa/instances/class-use/Instances.html
----------------------------------------------------------------------
diff --git a/docs/api/com/yahoo/labs/samoa/instances/class-use/Instances.html 
b/docs/api/com/yahoo/labs/samoa/instances/class-use/Instances.html
deleted file mode 100644
index 3207b89..0000000
--- a/docs/api/com/yahoo/labs/samoa/instances/class-use/Instances.html
+++ /dev/null
@@ -1,574 +0,0 @@
-<!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 Sep 13 18:11:56 CEST 2014 
-->
-<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
-<title>Uses of Class com.yahoo.labs.samoa.instances.Instances (SAMOA 
0.2.0-SNAPSHOT API)</title>
-<meta name="date" content="2014-09-13">
-<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="Uses of Class 
com.yahoo.labs.samoa.instances.Instances (SAMOA 0.2.0-SNAPSHOT API)";
-    }
-//-->
-</script>
-<noscript>
-<div>JavaScript is disabled on your browser.</div>
-</noscript>
-<!-- ========= START OF TOP NAVBAR ======= -->
-<div class="topNav"><a name="navbar_top">
-<!--   -->
-</a><a href="#skip-navbar_top" title="Skip navigation links"></a><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><a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">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>
-</ul>
-<div class="aboutLanguage"><em>SAMOA, 0.2.0-SNAPSHOT</em></div>
-</div>
-<div class="subNav">
-<ul class="navList">
-<li>Prev</li>
-<li>Next</li>
-</ul>
-<ul class="navList">
-<li><a 
href="../../../../../../index.html?com/yahoo/labs/samoa/instances/class-use/Instances.html"
 target="_top">Frames</a></li>
-<li><a href="Instances.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>
-<a name="skip-navbar_top">
-<!--   -->
-</a></div>
-<!-- ========= END OF TOP NAVBAR ========= -->
-<div class="header">
-<h2 title="Uses of Class com.yahoo.labs.samoa.instances.Instances" 
class="title">Uses of Class<br>com.yahoo.labs.samoa.instances.Instances</h2>
-</div>
-<div class="classUseContainer">
-<ul class="blockList">
-<li class="blockList">
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
packages, and an explanation">
-<caption><span>Packages that use <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Package</th>
-<th class="colLast" scope="col">Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.instances">com.yahoo.labs.samoa.instances</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.learners">com.yahoo.labs.samoa.learners</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.learners.classifiers">com.yahoo.labs.samoa.learners.classifiers</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.learners.classifiers.ensemble">com.yahoo.labs.samoa.learners.classifiers.ensemble</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.learners.classifiers.rules">com.yahoo.labs.samoa.learners.classifiers.rules</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.learners.classifiers.rules.centralized">com.yahoo.labs.samoa.learners.classifiers.rules.centralized</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.learners.classifiers.rules.distributed">com.yahoo.labs.samoa.learners.classifiers.rules.distributed</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.learners.classifiers.trees">com.yahoo.labs.samoa.learners.classifiers.trees</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.learners.clusterers">com.yahoo.labs.samoa.learners.clusterers</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.learners.clusterers.simple">com.yahoo.labs.samoa.learners.clusterers.simple</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><a 
href="#com.yahoo.labs.samoa.streams">com.yahoo.labs.samoa.streams</a></td>
-<td class="colLast">&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList">
-<ul class="blockList">
-<li class="blockList"><a name="com.yahoo.labs.samoa.instances">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
subclasses, and an explanation">
-<caption><span>Subclasses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a></span><span
 class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Class and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code>class&nbsp;</code></td>
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstancesHeader.html" 
title="class in 
com.yahoo.labs.samoa.instances">InstancesHeader</a></strong></code>
-<div class="block">Class for storing the header or context of a data 
stream.</div>
-</td>
-</tr>
-</tbody>
-</table>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a>
 that return <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></code></td>
-<td class="colLast"><span 
class="strong">SingleLabelInstance.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/SingleLabelInstance.html#dataset()">dataset</a></strong>()</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></code></td>
-<td class="colLast"><span class="strong">Instance.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html#dataset()">dataset</a></strong>()</code>&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><code><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></code></td>
-<td class="colLast"><span class="strong">Instances.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html#testCV(int,
 int)">testCV</a></strong>(int&nbsp;numFolds,
-      int&nbsp;n)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></code></td>
-<td class="colLast"><span class="strong">Instances.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html#trainCV(int,
 int, java.util.Random)">trainCV</a></strong>(int&nbsp;numFolds,
-       int&nbsp;n,
-       <a 
href="http://docs.oracle.com/javase/7/docs/api/java/util/Random.html?is-external=true";
 title="class or interface in 
java.util">Random</a>&nbsp;random)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">SingleLabelInstance.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/SingleLabelInstance.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">setDataset</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span class="strong">Instance.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">setDataset</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
constructors, and an explanation">
-<caption><span>Constructors in <a 
href="../../../../../../com/yahoo/labs/samoa/instances/package-summary.html">com.yahoo.labs.samoa.instances</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colOne" scope="col">Constructor and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html#Instances(com.yahoo.labs.samoa.instances.Instances)">Instances</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;chunk)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html#Instances(com.yahoo.labs.samoa.instances.Instances,
 int)">Instances</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;chunk,
-         int&nbsp;capacity)</code>&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html#Instances(com.yahoo.labs.samoa.instances.Instances,
 int, int)">Instances</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;chunk,
-         int&nbsp;i,
-         int&nbsp;j)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/instances/InstancesHeader.html#InstancesHeader(com.yahoo.labs.samoa.instances.Instances)">InstancesHeader</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;i)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList"><a name="com.yahoo.labs.samoa.learners">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/package-summary.html">com.yahoo.labs.samoa.learners</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/package-summary.html">com.yahoo.labs.samoa.learners</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span class="strong">Learner.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/Learner.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in 
com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;topologyBuilder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>
-<div class="block">Inits the Learner object.</div>
-</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList"><a name="com.yahoo.labs.samoa.learners.classifiers">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/package-summary.html">com.yahoo.labs.samoa.learners.classifiers</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/package-summary.html">com.yahoo.labs.samoa.learners.classifiers</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">SingleClassifier.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SingleClassifier.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;builder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">SimpleClassifierAdapter.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">setDataset</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span class="strong">NaiveBayes.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">setDataset</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span class="strong">LocalLearner.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">setDataset</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>
-<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
-</td>
-</tr>
-</tbody>
-</table>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
constructors, and an explanation">
-<caption><span>Constructors in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/package-summary.html">com.yahoo.labs.samoa.learners.classifiers</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colOne" scope="col">Constructor and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html#SimpleClassifierAdapter(com.yahoo.labs.samoa.moa.classifiers.Classifier,
 
com.yahoo.labs.samoa.instances.Instances)">SimpleClassifierAdapter</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/Classifier.html" 
title="interface in 
com.yahoo.labs.samoa.moa.classifiers">Classifier</a>&nbsp;learner,
-                       <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>
-<div class="block">Instantiates a new learner.</div>
-</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList"><a 
name="com.yahoo.labs.samoa.learners.classifiers.ensemble">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.ensemble</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.ensemble</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span class="strong">Boosting.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/Boosting.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;builder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span class="strong">Bagging.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/Bagging.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;builder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">AdaptiveBagging.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/AdaptiveBagging.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;builder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList"><a 
name="com.yahoo.labs.samoa.learners.classifiers.rules">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.rules</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.rules</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">VerticalAMRulesRegressor.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/VerticalAMRulesRegressor.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in 
com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;topologyBuilder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">HorizontalAMRulesRegressor.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/HorizontalAMRulesRegressor.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in 
com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;topologyBuilder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">AMRulesRegressor.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in 
com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;topologyBuilder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList"><a 
name="com.yahoo.labs.samoa.learners.classifiers.rules.centralized">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/centralized/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.rules.centralized</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
constructors, and an explanation">
-<caption><span>Constructors in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/centralized/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.rules.centralized</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colOne" scope="col">Constructor and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/centralized/AMRulesRegressorProcessor.Builder.html#AMRulesRegressorProcessor.Builder(com.yahoo.labs.samoa.instances.Instances)">AMRulesRegressorProcessor.Builder</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList"><a 
name="com.yahoo.labs.samoa.learners.classifiers.rules.distributed">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.rules.distributed</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
constructors, and an explanation">
-<caption><span>Constructors in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.rules.distributed</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colOne" scope="col">Constructor and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/AMRDefaultRuleProcessor.Builder.html#AMRDefaultRuleProcessor.Builder(com.yahoo.labs.samoa.instances.Instances)">AMRDefaultRuleProcessor.Builder</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/AMRLearnerProcessor.Builder.html#AMRLearnerProcessor.Builder(com.yahoo.labs.samoa.instances.Instances)">AMRLearnerProcessor.Builder</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/AMRRuleSetProcessor.Builder.html#AMRRuleSetProcessor.Builder(com.yahoo.labs.samoa.instances.Instances)">AMRRuleSetProcessor.Builder</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/AMRulesAggregatorProcessor.Builder.html#AMRulesAggregatorProcessor.Builder(com.yahoo.labs.samoa.instances.Instances)">AMRulesAggregatorProcessor.Builder</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/AMRulesStatisticsProcessor.Builder.html#AMRulesStatisticsProcessor.Builder(com.yahoo.labs.samoa.instances.Instances)">AMRulesStatisticsProcessor.Builder</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList"><a 
name="com.yahoo.labs.samoa.learners.classifiers.trees">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/trees/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.trees</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/trees/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.trees</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">VerticalHoeffdingTree.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/trees/VerticalHoeffdingTree.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in 
com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;topologyBuilder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList"><a name="com.yahoo.labs.samoa.learners.clusterers">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/package-summary.html">com.yahoo.labs.samoa.learners.clusterers</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/package-summary.html">com.yahoo.labs.samoa.learners.clusterers</a>
 that return <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></code></td>
-<td class="colLast"><span 
class="strong">LocalClustererAdapter.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/LocalClustererAdapter.html#getDataset()">getDataset</a></strong>()</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></code></td>
-<td class="colLast"><span 
class="strong">ClustreamClustererAdapter.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/ClustreamClustererAdapter.html#getDataset()">getDataset</a></strong>()</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/package-summary.html">com.yahoo.labs.samoa.learners.clusterers</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span class="strong">SingleLearner.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/SingleLearner.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;builder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>&nbsp;</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">LocalClustererAdapter.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/LocalClustererAdapter.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">setDataset</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>
-<div class="block">Sets where to obtain the information of attributes of 
Instances</div>
-</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">ClustreamClustererAdapter.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/ClustreamClustererAdapter.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">setDataset</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
constructors, and an explanation">
-<caption><span>Constructors in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/package-summary.html">com.yahoo.labs.samoa.learners.clusterers</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colOne" scope="col">Constructor and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colLast"><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/ClustreamClustererAdapter.html#ClustreamClustererAdapter(com.yahoo.labs.samoa.moa.clusterers.Clusterer,
 
com.yahoo.labs.samoa.instances.Instances)">ClustreamClustererAdapter</a></strong>(<a
 href="../../../../../../com/yahoo/labs/samoa/moa/clusterers/Clusterer.html" 
title="interface in 
com.yahoo.labs.samoa.moa.clusterers">Clusterer</a>&nbsp;learner,
-                         <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in 
com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset)</code>
-<div class="block">Instantiates a new learner.</div>
-</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList"><a 
name="com.yahoo.labs.samoa.learners.clusterers.simple">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/simple/package-summary.html">com.yahoo.labs.samoa.learners.clusterers.simple</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/simple/package-summary.html">com.yahoo.labs.samoa.learners.clusterers.simple</a>
 with parameters of type <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code>void</code></td>
-<td class="colLast"><span 
class="strong">DistributedClusterer.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/simple/DistributedClusterer.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder,
 com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a 
href="../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" 
title="class in com.yahoo.labs.samoa.topology">TopologyBuilder</a>&nbsp;builder,
-    <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a>&nbsp;dataset,
-    int&nbsp;parallelism)</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-<li class="blockList"><a name="com.yahoo.labs.samoa.streams">
-<!--   -->
-</a>
-<h3>Uses of <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a> in <a 
href="../../../../../../com/yahoo/labs/samoa/streams/package-summary.html">com.yahoo.labs.samoa.streams</a></h3>
-<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 
methods, and an explanation">
-<caption><span>Methods in <a 
href="../../../../../../com/yahoo/labs/samoa/streams/package-summary.html">com.yahoo.labs.samoa.streams</a>
 that return <a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></span><span 
class="tabEnd">&nbsp;</span></caption>
-<tr>
-<th class="colFirst" scope="col">Modifier and Type</th>
-<th class="colLast" scope="col">Method and Description</th>
-</tr>
-<tbody>
-<tr class="altColor">
-<td class="colFirst"><code><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></code></td>
-<td class="colLast"><span 
class="strong">StreamSourceProcessor.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/streams/StreamSourceProcessor.html#getDataset()">getDataset</a></strong>()</code>
-<div class="block">Gets the dataset.</div>
-</td>
-</tr>
-<tr class="rowColor">
-<td class="colFirst"><code><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></code></td>
-<td class="colLast"><span 
class="strong">PrequentialSourceProcessor.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/streams/PrequentialSourceProcessor.html#getDataset()">getDataset</a></strong>()</code>&nbsp;</td>
-</tr>
-<tr class="altColor">
-<td class="colFirst"><code><a 
href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">Instances</a></code></td>
-<td class="colLast"><span 
class="strong">ClusteringEntranceProcessor.</span><code><strong><a 
href="../../../../../../com/yahoo/labs/samoa/streams/ClusteringEntranceProcessor.html#getDataset()">getDataset</a></strong>()</code>&nbsp;</td>
-</tr>
-</tbody>
-</table>
-</li>
-</ul>
-</li>
-</ul>
-</div>
-<!-- ======= 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><a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" 
title="class in com.yahoo.labs.samoa.instances">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>
-</ul>
-<div class="aboutLanguage"><em>Scalable Advanced Massive Online Analysis, 
0.2.0-SNAPSHOT</em></div>
-</div>
-<div class="subNav">
-<ul class="navList">
-<li>Prev</li>
-<li>Next</li>
-</ul>
-<ul class="navList">
-<li><a 
href="../../../../../../index.html?com/yahoo/labs/samoa/instances/class-use/Instances.html"
 target="_top">Frames</a></li>
-<li><a href="Instances.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");
-  if(window==top) {
-    allClassesLink.style.display = "block";
-  }
-  else {
-    allClassesLink.style.display = "none";
-  }
-  //-->
-</script>
-</div>
-<a name="skip-navbar_bottom">
-<!--   -->
-</a></div>
-<!-- ======== END OF BOTTOM NAVBAR ======= -->
-<p class="legalCopy"><small>Copyright &#169; 2014 <a 
href="http://labs.yahoo.com";>Yahoo! Labs</a>. All rights reserved.</small></p>
-</body>
-</html>

Reply via email to