http://git-wip-us.apache.org/repos/asf/incubator-samoa/blob/061dd9ee/docs/api/com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html ---------------------------------------------------------------------- diff --git a/docs/api/com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html b/docs/api/com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html new file mode 100644 index 0000000..2473e94 --- /dev/null +++ b/docs/api/com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html @@ -0,0 +1,297 @@ +<!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 18:11:53 CEST 2014 --> +<meta http-equiv="Content-Type" content="text/html" charset="UTF-8"> +<title>LocalLearner (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="LocalLearner (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 class="navBarCell1Rev">Class</li> +<li><a href="class-use/LocalLearner.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> +</ul> +<div class="aboutLanguage"><em>SAMOA, 0.2.0-SNAPSHOT</em></div> +</div> +<div class="subNav"> +<ul class="navList"> +<li>Prev Class</li> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" target="_top">Frames</a></li> +<li><a href="LocalLearner.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_top"> +<li><a href="../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_top"); + if(window==top) { + allClassesLink.style.display = "block"; + } + else { + allClassesLink.style.display = "none"; + } + //--> +</script> +</div> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li>Nested | </li> +<li>Field | </li> +<li>Constr | </li> +<li><a href="#method_summary">Method</a></li> +</ul> +<ul class="subNavList"> +<li>Detail: </li> +<li>Field | </li> +<li>Constr | </li> +<li><a href="#method_detail">Method</a></li> +</ul> +</div> +<a name="skip-navbar_top"> +<!-- --> +</a></div> +<!-- ========= END OF TOP NAVBAR ========= --> +<!-- ======== START OF CLASS DATA ======== --> +<div class="header"> +<div class="subTitle">com.yahoo.labs.samoa.learners.classifiers</div> +<h2 title="Interface LocalLearner" class="title">Interface LocalLearner</h2> +</div> +<div class="contentContainer"> +<div class="description"> +<ul class="blockList"> +<li class="blockList"> +<dl> +<dt>All Superinterfaces:</dt> +<dd><a href="http://docs.oracle.com/javase/7/docs/api/java/io/Serializable.html?is-external=true"; title="class or interface in java.io">Serializable</a></dd> +</dl> +<dl> +<dt>All Known Implementing Classes:</dt> +<dd><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html" title="class in com.yahoo.labs.samoa.learners.classifiers">NaiveBayes</a>, <a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html" title="class in com.yahoo.labs.samoa.learners.classifiers">SimpleClassifierAdapter</a></dd> +</dl> +<hr> +<br> +<pre>public interface <span class="strong">LocalLearner</span> +extends <a href="http://docs.oracle.com/javase/7/docs/api/java/io/Serializable.html?is-external=true"; title="class or interface in java.io">Serializable</a></pre> +<div class="block">Learner interface for non-distributed learners.</div> +<dl><dt><span class="strong">Author:</span></dt> + <dd>abifet</dd></dl> +</li> +</ul> +</div> +<div class="summary"> +<ul class="blockList"> +<li class="blockList"> +<!-- ========== METHOD SUMMARY =========== --> +<ul class="blockList"> +<li class="blockList"><a name="method_summary"> +<!-- --> +</a> +<h3>Method Summary</h3> +<table class="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><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#create()">create</a></strong>()</code> +<div class="block">Creates a new learner object.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#getVotesForInstance(com.yahoo.labs.samoa.instances.Instance)">getVotesForInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> +<div class="block">Predicts the class memberships for a given instance.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#resetLearning()">resetLearning</a></strong>()</code> +<div class="block">Resets this classifier.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><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> dataset)</code> +<div class="block"><strong>Deprecated.</strong> </div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#trainOnInstance(com.yahoo.labs.samoa.instances.Instance)">trainOnInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> +<div class="block">Trains this classifier incrementally using the given instance.</div> +</td> +</tr> +</table> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method_detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="create()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>create</h4> +<pre><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a> create()</pre> +<div class="block">Creates a new learner object.</div> +<dl><dt><span class="strong">Returns:</span></dt><dd>the learner</dd></dl> +</li> +</ul> +<a name="getVotesForInstance(com.yahoo.labs.samoa.instances.Instance)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getVotesForInstance</h4> +<pre>double[] getVotesForInstance(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</pre> +<div class="block">Predicts the class memberships for a given instance. If an instance is + unclassified, the returned array elements must be all zero.</div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>inst</code> - the instance to be classified</dd> +<dt><span class="strong">Returns:</span></dt><dd>an array containing the estimated membership probabilities of the + test instance in each class</dd></dl> +</li> +</ul> +<a name="resetLearning()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>resetLearning</h4> +<pre>void resetLearning()</pre> +<div class="block">Resets this classifier. It must be similar to starting a new classifier + from scratch.</div> +</li> +</ul> +<a name="trainOnInstance(com.yahoo.labs.samoa.instances.Instance)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>trainOnInstance</h4> +<pre>void trainOnInstance(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</pre> +<div class="block">Trains this classifier incrementally using the given instance.</div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>inst</code> - the instance to be used for training</dd></dl> +</li> +</ul> +<a name="setDataset(com.yahoo.labs.samoa.instances.Instances)"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>setDataset</h4> +<pre><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Deprecated.html?is-external=true"; title="class or interface in java.lang">@Deprecated</a> +void setDataset(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" title="class in com.yahoo.labs.samoa.instances">Instances</a> dataset)</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<div class="block">Sets where to obtain the information of attributes of Instances</div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>dataset</code> - the dataset that contains the information</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/LocalLearner.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> +</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 Class</li> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" target="_top">Frames</a></li> +<li><a href="LocalLearner.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> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li>Nested | </li> +<li>Field | </li> +<li>Constr | </li> +<li><a href="#method_summary">Method</a></li> +</ul> +<ul class="subNavList"> +<li>Detail: </li> +<li>Field | </li> +<li>Constr | </li> +<li><a href="#method_detail">Method</a></li> +</ul> +</div> +<a name="skip-navbar_bottom"> +<!-- --> +</a></div> +<!-- ======== END OF BOTTOM NAVBAR ======= --> +<p class="legalCopy"><small>Copyright © 2014 <a href="http://labs.yahoo.com";>Yahoo! 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http://git-wip-us.apache.org/repos/asf/incubator-samoa/blob/061dd9ee/docs/api/com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html ---------------------------------------------------------------------- diff --git a/docs/api/com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html b/docs/api/com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html new file mode 100644 index 0000000..3b438d5 --- /dev/null +++ b/docs/api/com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html @@ -0,0 +1,428 @@ +<!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 18:11:54 CEST 2014 --> +<meta http-equiv="Content-Type" content="text/html" charset="UTF-8"> +<title>LocalLearnerProcessor (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="LocalLearnerProcessor (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 class="navBarCell1Rev">Class</li> +<li><a href="class-use/LocalLearnerProcessor.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> +</ul> +<div class="aboutLanguage"><em>SAMOA, 0.2.0-SNAPSHOT</em></div> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Prev Class</span></a></li> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html" target="_top">Frames</a></li> +<li><a href="LocalLearnerProcessor.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_top"> +<li><a href="../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_top"); + if(window==top) { + allClassesLink.style.display = "block"; + } + else { + allClassesLink.style.display = "none"; + } + //--> +</script> +</div> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li>Nested | </li> +<li>Field | </li> +<li><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">com.yahoo.labs.samoa.learners.classifiers</div> +<h2 title="Class LocalLearnerProcessor" class="title">Class LocalLearnerProcessor</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>com.yahoo.labs.samoa.learners.classifiers.LocalLearnerProcessor</li> +</ul> +</li> +</ul> +<div class="description"> +<ul class="blockList"> +<li class="blockList"> +<dl> +<dt>All Implemented Interfaces:</dt> +<dd>com.github.javacliparser.Configurable, <a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/io/Serializable.html?is-external=true"; title="class or interface in java.io">Serializable</a></dd> +</dl> +<hr> +<br> +<pre>public final class <span class="strong">LocalLearnerProcessor</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="../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a></pre> +<div class="block">The Class LearnerProcessor.</div> +<dl><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../../serialized-form.html#com.yahoo.labs.samoa.learners.classifiers.LocalLearnerProcessor">Serialized Form</a></dd></dl> +</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="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#LocalLearnerProcessor()">LocalLearnerProcessor</a></strong>()</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><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/core/driftdetection/ChangeDetector.html" title="interface in com.yahoo.labs.samoa.moa.classifiers.core.driftdetection">ChangeDetector</a></code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#getChangeDetector()">getChangeDetector</a></strong>()</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>long</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#getInstancesCount()">getInstancesCount</a></strong>()</code> +<div class="block">Gets the instances count.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#getLearner()">getLearner</a></strong>()</code> +<div class="block">Gets the learner.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/topology/Stream.html" title="interface in com.yahoo.labs.samoa.topology">Stream</a></code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#getOutputStream()">getOutputStream</a></strong>()</code> +<div class="block">Gets the output stream.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a></code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#newProcessor(com.yahoo.labs.samoa.core.Processor)">newProcessor</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a> sourceProcessor)</code> +<div class="block">Creates a copy of a processor.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#onCreate(int)">onCreate</a></strong>(int id)</code> +<div class="block">Initializes the Processor.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#process(com.yahoo.labs.samoa.core.ContentEvent)">process</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/core/ContentEvent.html" title="interface in com.yahoo.labs.samoa.core">ContentEvent</a> event)</code> +<div class="block">On event.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#setChangeDetector(com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.ChangeDetector)">setChangeDetector</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/core/driftdetection/ChangeDetector.html" title="interface in com.yahoo.labs.samoa.moa.classifiers.core.driftdetection">ChangeDetector</a> cd)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#setLearner(com.yahoo.labs.samoa.learners.classifiers.LocalLearner)">setLearner</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a> model)</code> +<div class="block">Sets the learner.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html#setOutputStream(com.yahoo.labs.samoa.topology.Stream)">setOutputStream</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/topology/Stream.html" title="interface in com.yahoo.labs.samoa.topology">Stream</a> outputStream)</code> +<div class="block">Set the output streams.</div> +</td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="methods_inherited_from_class_java.lang.Object"> +<!-- --> +</a> +<h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a></h3> +<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#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#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/j ava/lang/Object.html?is-external=true#wait()" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long)" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long, int)" title="class or interface in java.lang">wait</a></code></li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ========= CONSTRUCTOR DETAIL ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor_detail"> +<!-- --> +</a> +<h3>Constructor Detail</h3> +<a name="LocalLearnerProcessor()"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>LocalLearnerProcessor</h4> +<pre>public LocalLearnerProcessor()</pre> +</li> +</ul> +</li> +</ul> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method_detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="setLearner(com.yahoo.labs.samoa.learners.classifiers.LocalLearner)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setLearner</h4> +<pre>public void setLearner(<a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a> model)</pre> +<div class="block">Sets the learner.</div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>model</code> - the model to set</dd></dl> +</li> +</ul> +<a name="getLearner()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getLearner</h4> +<pre>public <a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a> getLearner()</pre> +<div class="block">Gets the learner.</div> +<dl><dt><span class="strong">Returns:</span></dt><dd>the model</dd></dl> +</li> +</ul> +<a name="setOutputStream(com.yahoo.labs.samoa.topology.Stream)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setOutputStream</h4> +<pre>public void setOutputStream(<a href="../../../../../../com/yahoo/labs/samoa/topology/Stream.html" title="interface in com.yahoo.labs.samoa.topology">Stream</a> outputStream)</pre> +<div class="block">Set the output streams.</div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>outputStream</code> - the new output stream + <code>PredictionCombinerPE</code>.</dd></dl> +</li> +</ul> +<a name="getOutputStream()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getOutputStream</h4> +<pre>public <a href="../../../../../../com/yahoo/labs/samoa/topology/Stream.html" title="interface in com.yahoo.labs.samoa.topology">Stream</a> getOutputStream()</pre> +<div class="block">Gets the output stream.</div> +<dl><dt><span class="strong">Returns:</span></dt><dd>the output stream</dd></dl> +</li> +</ul> +<a name="getInstancesCount()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getInstancesCount</h4> +<pre>public long getInstancesCount()</pre> +<div class="block">Gets the instances count.</div> +<dl><dt><span class="strong">Returns:</span></dt><dd>number of observation vectors used in training iteration.</dd></dl> +</li> +</ul> +<a name="process(com.yahoo.labs.samoa.core.ContentEvent)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>process</h4> +<pre>public boolean process(<a href="../../../../../../com/yahoo/labs/samoa/core/ContentEvent.html" title="interface in com.yahoo.labs.samoa.core">ContentEvent</a> event)</pre> +<div class="block">On event.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html#process(com.yahoo.labs.samoa.core.ContentEvent)">process</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>event</code> - the event</dd> +<dt><span class="strong">Returns:</span></dt><dd>true, if successful</dd></dl> +</li> +</ul> +<a name="onCreate(int)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>onCreate</h4> +<pre>public void onCreate(int id)</pre> +<div class="block"><strong>Description copied from interface: <code><a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html#onCreate(int)">Processor</a></code></strong></div> +<div class="block">Initializes the Processor. This method is called once after the topology is set up and before any call to the <code>process</code> method.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html#onCreate(int)">onCreate</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>id</code> - the identifier of the processor.</dd></dl> +</li> +</ul> +<a name="newProcessor(com.yahoo.labs.samoa.core.Processor)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>newProcessor</h4> +<pre>public <a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a> newProcessor(<a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a> sourceProcessor)</pre> +<div class="block"><strong>Description copied from interface: <code><a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html#newProcessor(com.yahoo.labs.samoa.core.Processor)">Processor</a></code></strong></div> +<div class="block">Creates a copy of a processor. This method is used to instantiate multiple instances of the same <code>Processsor</code>.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html#newProcessor(com.yahoo.labs.samoa.core.Processor)">newProcessor</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>sourceProcessor</code> - the processor to be copied.</dd> +<dt><span class="strong">Returns:</span></dt><dd>a new instance of the <a href="../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core"><code>Processor</code></a>.</dd></dl> +</li> +</ul> +<a name="getChangeDetector()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getChangeDetector</h4> +<pre>public <a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/core/driftdetection/ChangeDetector.html" title="interface in com.yahoo.labs.samoa.moa.classifiers.core.driftdetection">ChangeDetector</a> getChangeDetector()</pre> +</li> +</ul> +<a name="setChangeDetector(com.yahoo.labs.samoa.moa.classifiers.core.driftdetection.ChangeDetector)"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>setChangeDetector</h4> +<pre>public void setChangeDetector(<a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/core/driftdetection/ChangeDetector.html" title="interface in com.yahoo.labs.samoa.moa.classifiers.core.driftdetection">ChangeDetector</a> cd)</pre> +</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/LocalLearnerProcessor.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> +</ul> +<div class="aboutLanguage"><em>Scalable Advanced Massive Online Analysis, 0.2.0-SNAPSHOT</em></div> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Prev Class</span></a></li> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html" target="_top">Frames</a></li> +<li><a href="LocalLearnerProcessor.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> +<div> +<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_bottom"> +<!-- --> +</a></div> +<!-- ======== END OF BOTTOM NAVBAR ======= --> +<p class="legalCopy"><small>Copyright © 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/061dd9ee/docs/api/com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html ---------------------------------------------------------------------- diff --git a/docs/api/com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html b/docs/api/com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html new file mode 100644 index 0000000..24bb95f --- /dev/null +++ b/docs/api/com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html @@ -0,0 +1,375 @@ +<!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 18:11:54 CEST 2014 --> +<meta http-equiv="Content-Type" content="text/html" charset="UTF-8"> +<title>NaiveBayes (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="NaiveBayes (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 class="navBarCell1Rev">Class</li> +<li><a href="class-use/NaiveBayes.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> +</ul> +<div class="aboutLanguage"><em>SAMOA, 0.2.0-SNAPSHOT</em></div> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Prev Class</span></a></li> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html" target="_top">Frames</a></li> +<li><a href="NaiveBayes.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_top"> +<li><a href="../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_top"); + if(window==top) { + allClassesLink.style.display = "block"; + } + else { + allClassesLink.style.display = "none"; + } + //--> +</script> +</div> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li>Nested | </li> +<li>Field | </li> +<li><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">com.yahoo.labs.samoa.learners.classifiers</div> +<h2 title="Class NaiveBayes" class="title">Class NaiveBayes</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>com.yahoo.labs.samoa.learners.classifiers.NaiveBayes</li> +</ul> +</li> +</ul> +<div class="description"> +<ul class="blockList"> +<li class="blockList"> +<dl> +<dt>All Implemented Interfaces:</dt> +<dd><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/io/Serializable.html?is-external=true"; title="class or interface in java.io">Serializable</a></dd> +</dl> +<hr> +<br> +<pre>public class <span class="strong">NaiveBayes</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="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></pre> +<div class="block">Implementation of a non-distributed Naive Bayes classifier. + + At the moment, the implementation models all attributes as numeric + attributes.</div> +<dl><dt><span class="strong">Author:</span></dt> + <dd>Olivier Van Laere (vanlaere yahoo-inc dot com)</dd> +<dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../../serialized-form.html#com.yahoo.labs.samoa.learners.classifiers.NaiveBayes">Serialized Form</a></dd></dl> +</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="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html#NaiveBayes()">NaiveBayes</a></strong>()</code> +<div class="block">Explicit no-arg constructor.</div> +</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><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html#create()">create</a></strong>()</code> +<div class="block">Create an instance of this LocalLearner implementation.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html#getVotesForInstance(com.yahoo.labs.samoa.instances.Instance)">getVotesForInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> +<div class="block">Predicts the class memberships for a given instance.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html#resetLearning()">resetLearning</a></strong>()</code> +<div class="block">Resets this classifier.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><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> 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"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html#trainOnInstance(com.yahoo.labs.samoa.instances.Instance)">trainOnInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> +<div class="block">Trains this classifier incrementally using the given instance.</div> +</td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="methods_inherited_from_class_java.lang.Object"> +<!-- --> +</a> +<h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a></h3> +<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#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#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/j ava/lang/Object.html?is-external=true#wait()" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long)" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long, int)" title="class or interface in java.lang">wait</a></code></li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ========= CONSTRUCTOR DETAIL ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor_detail"> +<!-- --> +</a> +<h3>Constructor Detail</h3> +<a name="NaiveBayes()"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>NaiveBayes</h4> +<pre>public NaiveBayes()</pre> +<div class="block">Explicit no-arg constructor.</div> +</li> +</ul> +</li> +</ul> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method_detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="create()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>create</h4> +<pre>public <a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a> create()</pre> +<div class="block">Create an instance of this LocalLearner implementation.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#create()">create</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></dd> +<dt><span class="strong">Returns:</span></dt><dd>the learner</dd></dl> +</li> +</ul> +<a name="getVotesForInstance(com.yahoo.labs.samoa.instances.Instance)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getVotesForInstance</h4> +<pre>public double[] getVotesForInstance(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</pre> +<div class="block">Predicts the class memberships for a given instance. If an instance is + unclassified, the returned array elements will be all zero. + + Smoothing is being implemented by the AttributeClassObserver classes. At + the moment, the GaussianNumericProbabilityAttributeClassObserver needs no + smoothing as it processes continuous variables. + + Please note that we transform the scores to log space to avoid underflow, + and we replace the multiplication with addition. + + The resulting scores are no longer probabilities, as a mixture of + probability densities and probabilities can be used in the computation.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#getVotesForInstance(com.yahoo.labs.samoa.instances.Instance)">getVotesForInstance</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>inst</code> - the instance to be classified</dd> +<dt><span class="strong">Returns:</span></dt><dd>an array containing the estimated membership scores of the test + instance in each class, in log space.</dd></dl> +</li> +</ul> +<a name="resetLearning()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>resetLearning</h4> +<pre>public void resetLearning()</pre> +<div class="block">Resets this classifier. It must be similar to starting a new classifier + from scratch.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#resetLearning()">resetLearning</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></dd> +</dl> +</li> +</ul> +<a name="trainOnInstance(com.yahoo.labs.samoa.instances.Instance)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>trainOnInstance</h4> +<pre>public void trainOnInstance(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</pre> +<div class="block">Trains this classifier incrementally using the given instance.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#trainOnInstance(com.yahoo.labs.samoa.instances.Instance)">trainOnInstance</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>inst</code> - the instance to be used for training</dd></dl> +</li> +</ul> +<a name="setDataset(com.yahoo.labs.samoa.instances.Instances)"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>setDataset</h4> +<pre>public void setDataset(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" title="class in com.yahoo.labs.samoa.instances">Instances</a> dataset)</pre> +<div class="block"><strong>Description copied from interface: <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">LocalLearner</a></code></strong></div> +<div class="block">Sets where to obtain the information of attributes of Instances</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">setDataset</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>dataset</code> - the dataset that contains the information</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/NaiveBayes.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> +</ul> +<div class="aboutLanguage"><em>Scalable Advanced Massive Online Analysis, 0.2.0-SNAPSHOT</em></div> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearnerProcessor.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Prev Class</span></a></li> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html" target="_top">Frames</a></li> +<li><a href="NaiveBayes.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_bottom"> +<li><a href="../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_bottom"); 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Labs</a>. All rights reserved.</small></p> +</body> +</html> http://git-wip-us.apache.org/repos/asf/incubator-samoa/blob/061dd9ee/docs/api/com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html ---------------------------------------------------------------------- diff --git a/docs/api/com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html b/docs/api/com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html new file mode 100644 index 0000000..dfd18fa --- /dev/null +++ b/docs/api/com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html @@ -0,0 +1,415 @@ +<!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 18:11:54 CEST 2014 --> +<meta http-equiv="Content-Type" content="text/html" charset="UTF-8"> +<title>SimpleClassifierAdapter (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="SimpleClassifierAdapter (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 class="navBarCell1Rev">Class</li> +<li><a href="class-use/SimpleClassifierAdapter.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> +</ul> +<div class="aboutLanguage"><em>SAMOA, 0.2.0-SNAPSHOT</em></div> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Prev Class</span></a></li> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SingleClassifier.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html" target="_top">Frames</a></li> +<li><a href="SimpleClassifierAdapter.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_top"> +<li><a href="../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_top"); + if(window==top) { + allClassesLink.style.display = "block"; + } + else { + allClassesLink.style.display = "none"; + } + //--> +</script> +</div> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li>Nested | </li> +<li><a href="#field_summary">Field</a> | </li> +<li><a href="#constructor_summary">Constr</a> | </li> +<li><a href="#method_summary">Method</a></li> +</ul> +<ul class="subNavList"> +<li>Detail: </li> +<li><a href="#field_detail">Field</a> | </li> +<li><a href="#constructor_detail">Constr</a> | </li> +<li><a href="#method_detail">Method</a></li> +</ul> +</div> +<a name="skip-navbar_top"> +<!-- --> +</a></div> +<!-- ========= END OF TOP NAVBAR ========= --> +<!-- ======== START OF CLASS DATA ======== --> +<div class="header"> +<div class="subTitle">com.yahoo.labs.samoa.learners.classifiers</div> +<h2 title="Class SimpleClassifierAdapter" class="title">Class SimpleClassifierAdapter</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>com.yahoo.labs.samoa.learners.classifiers.SimpleClassifierAdapter</li> +</ul> +</li> +</ul> +<div class="description"> +<ul class="blockList"> +<li class="blockList"> +<dl> +<dt>All Implemented Interfaces:</dt> +<dd>com.github.javacliparser.Configurable, <a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/io/Serializable.html?is-external=true"; title="class or interface in java.io">Serializable</a></dd> +</dl> +<hr> +<br> +<pre>public class <span class="strong">SimpleClassifierAdapter</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="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a>, com.github.javacliparser.Configurable</pre> +<div class="block">Base class for adapting external classifiers.</div> +<dl><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../../serialized-form.html#com.yahoo.labs.samoa.learners.classifiers.SimpleClassifierAdapter">Serialized Form</a></dd></dl> +</li> +</ul> +</div> +<div class="summary"> +<ul class="blockList"> +<li class="blockList"> +<!-- =========== FIELD SUMMARY =========== --> +<ul class="blockList"> +<li class="blockList"><a name="field_summary"> +<!-- --> +</a> +<h3>Field Summary</h3> +<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Field Summary table, listing fields, and an explanation"> +<caption><span>Fields</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Field and Description</th> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>com.github.javacliparser.ClassOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html#learnerOption">learnerOption</a></strong></code> </td> +</tr> +</table> +</li> +</ul> +<!-- ======== CONSTRUCTOR SUMMARY ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor_summary"> +<!-- --> +</a> +<h3>Constructor Summary</h3> +<table class="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="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html#SimpleClassifierAdapter()">SimpleClassifierAdapter</a></strong>()</code> +<div class="block">Instantiates a new learner.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colOne"><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> learner, + <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" title="class in com.yahoo.labs.samoa.instances">Instances</a> dataset)</code> +<div class="block">Instantiates a new learner.</div> +</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><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html" title="class in com.yahoo.labs.samoa.learners.classifiers">SimpleClassifierAdapter</a></code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html#create()">create</a></strong>()</code> +<div class="block">Creates a new learner object.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html#getVotesForInstance(com.yahoo.labs.samoa.instances.Instance)">getVotesForInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> +<div class="block">Predicts the class memberships for a given instance.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html#resetLearning()">resetLearning</a></strong>()</code> +<div class="block">Resets this classifier.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><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> 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"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html#trainOnInstance(com.yahoo.labs.samoa.instances.Instance)">trainOnInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> +<div class="block">Trains this classifier incrementally using the given instance.</div> +</td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="methods_inherited_from_class_java.lang.Object"> +<!-- --> +</a> +<h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a></h3> +<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#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#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/j ava/lang/Object.html?is-external=true#wait()" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long)" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long, int)" title="class or interface in java.lang">wait</a></code></li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ============ FIELD DETAIL =========== --> +<ul class="blockList"> +<li class="blockList"><a name="field_detail"> +<!-- --> +</a> +<h3>Field Detail</h3> +<a name="learnerOption"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>learnerOption</h4> +<pre>public com.github.javacliparser.ClassOption learnerOption</pre> +</li> +</ul> +</li> +</ul> +<!-- ========= CONSTRUCTOR DETAIL ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor_detail"> +<!-- --> +</a> +<h3>Constructor Detail</h3> +<a name="SimpleClassifierAdapter(com.yahoo.labs.samoa.moa.classifiers.Classifier, com.yahoo.labs.samoa.instances.Instances)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>SimpleClassifierAdapter</h4> +<pre>public SimpleClassifierAdapter(<a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/Classifier.html" title="interface in com.yahoo.labs.samoa.moa.classifiers">Classifier</a> learner, + <a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" title="class in com.yahoo.labs.samoa.instances">Instances</a> dataset)</pre> +<div class="block">Instantiates a new learner.</div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>learner</code> - the learner</dd><dd><code>dataset</code> - the dataset</dd></dl> +</li> +</ul> +<a name="SimpleClassifierAdapter()"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>SimpleClassifierAdapter</h4> +<pre>public SimpleClassifierAdapter()</pre> +<div class="block">Instantiates a new learner.</div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>learner</code> - the learner</dd><dd><code>dataset</code> - the dataset</dd></dl> +</li> +</ul> +</li> +</ul> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method_detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="setDataset(com.yahoo.labs.samoa.instances.Instances)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setDataset</h4> +<pre>public void setDataset(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html" title="class in com.yahoo.labs.samoa.instances">Instances</a> dataset)</pre> +<div class="block"><strong>Description copied from interface: <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">LocalLearner</a></code></strong></div> +<div class="block">Sets where to obtain the information of attributes of Instances</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#setDataset(com.yahoo.labs.samoa.instances.Instances)">setDataset</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>dataset</code> - the dataset that contains the information</dd></dl> +</li> +</ul> +<a name="create()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>create</h4> +<pre>public <a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html" title="class in com.yahoo.labs.samoa.learners.classifiers">SimpleClassifierAdapter</a> create()</pre> +<div class="block">Creates a new learner object.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#create()">create</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></dd> +<dt><span class="strong">Returns:</span></dt><dd>the learner</dd></dl> +</li> +</ul> +<a name="trainOnInstance(com.yahoo.labs.samoa.instances.Instance)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>trainOnInstance</h4> +<pre>public void trainOnInstance(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</pre> +<div class="block">Trains this classifier incrementally using the given instance.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#trainOnInstance(com.yahoo.labs.samoa.instances.Instance)">trainOnInstance</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>inst</code> - the instance to be used for training</dd></dl> +</li> +</ul> +<a name="getVotesForInstance(com.yahoo.labs.samoa.instances.Instance)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getVotesForInstance</h4> +<pre>public double[] getVotesForInstance(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</pre> +<div class="block">Predicts the class memberships for a given instance. If an instance is + unclassified, the returned array elements must be all zero.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#getVotesForInstance(com.yahoo.labs.samoa.instances.Instance)">getVotesForInstance</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</a></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>inst</code> - the instance to be classified</dd> +<dt><span class="strong">Returns:</span></dt><dd>an array containing the estimated membership probabilities of the + test instance in each class</dd></dl> +</li> +</ul> +<a name="resetLearning()"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>resetLearning</h4> +<pre>public void resetLearning()</pre> +<div class="block">Resets this classifier. It must be similar to starting a new classifier + from scratch.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html#resetLearning()">resetLearning</a></code> in interface <code><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers">LocalLearner</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/SimpleClassifierAdapter.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> +</ul> +<div class="aboutLanguage"><em>Scalable Advanced Massive Online Analysis, 0.2.0-SNAPSHOT</em></div> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/NaiveBayes.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Prev Class</span></a></li> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/SingleClassifier.html" title="class in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?com/yahoo/labs/samoa/learners/classifiers/SimpleClassifierAdapter.html" target="_top">Frames</a></li> +<li><a href="SimpleClassifierAdapter.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> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li>Nested | </li> +<li><a href="#field_summary">Field</a> | </li> +<li><a href="#constructor_summary">Constr</a> | </li> +<li><a href="#method_summary">Method</a></li> +</ul> +<ul class="subNavList"> +<li>Detail: </li> +<li><a href="#field_detail">Field</a> | </li> +<li><a href="#constructor_detail">Constr</a> | </li> +<li><a href="#method_detail">Method</a></li> +</ul> +</div> +<a name="skip-navbar_bottom"> +<!-- --> +</a></div> +<!-- ======== END OF BOTTOM NAVBAR ======= --> +<p class="legalCopy"><small>Copyright © 2014 <a href="http://labs.yahoo.com";>Yahoo! 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