http://git-wip-us.apache.org/repos/asf/incubator-samoa/blob/061dd9ee/docs/api/com/yahoo/labs/samoa/instances/class-use/Instance.html ---------------------------------------------------------------------- diff --git a/docs/api/com/yahoo/labs/samoa/instances/class-use/Instance.html b/docs/api/com/yahoo/labs/samoa/instances/class-use/Instance.html new file mode 100644 index 0000000..71a572a --- /dev/null +++ b/docs/api/com/yahoo/labs/samoa/instances/class-use/Instance.html @@ -0,0 +1,1216 @@ +<!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.Instance (SAMOA 0.2.0-SNAPSHOT API)</title> +<meta name="date" content="2014-09-13"> +<link rel="stylesheet" type="text/css" 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--> +<div class="header"> +<h2 title="Uses of Interface com.yahoo.labs.samoa.instances.Instance" class="title">Uses of Interface<br>com.yahoo.labs.samoa.instances.Instance</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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></span><span class="tabEnd"> </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.core">com.yahoo.labs.samoa.core</a></td> +<td class="colLast"> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.evaluation">com.yahoo.labs.samoa.evaluation</a></td> +<td class="colLast"> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.evaluation.measures">com.yahoo.labs.samoa.evaluation.measures</a></td> +<td class="colLast"> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.instances">com.yahoo.labs.samoa.instances</a></td> +<td class="colLast"> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.learners">com.yahoo.labs.samoa.learners</a></td> +<td class="colLast"> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.learners.classifiers">com.yahoo.labs.samoa.learners.classifiers</a></td> +<td class="colLast"> </td> +</tr> +<tr class="altColor"> +<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"> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.learners.classifiers.rules.common">com.yahoo.labs.samoa.learners.classifiers.rules.common</a></td> +<td class="colLast"> </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"> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.learners.clusterers">com.yahoo.labs.samoa.learners.clusterers</a></td> +<td class="colLast"> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.moa.classifiers">com.yahoo.labs.samoa.moa.classifiers</a></td> +<td class="colLast"> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests">com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests</a></td> +<td class="colLast"> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.moa.classifiers.functions">com.yahoo.labs.samoa.moa.classifiers.functions</a></td> +<td class="colLast"> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.moa.classifiers.rules.core">com.yahoo.labs.samoa.moa.classifiers.rules.core</a></td> +<td class="colLast"> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.moa.classifiers.rules.core.conditionaltests">com.yahoo.labs.samoa.moa.classifiers.rules.core.conditionaltests</a></td> +<td class="colLast"> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.moa.cluster">com.yahoo.labs.samoa.moa.cluster</a></td> +<td class="colLast"> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.moa.clusterers">com.yahoo.labs.samoa.moa.clusterers</a></td> +<td class="colLast"> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.moa.clusterers.clustream">com.yahoo.labs.samoa.moa.clusterers.clustream</a></td> +<td class="colLast"> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.moa.core">com.yahoo.labs.samoa.moa.core</a></td> +<td class="colLast"> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><a href="#com.yahoo.labs.samoa.moa.streams.generators">com.yahoo.labs.samoa.moa.streams.generators</a></td> +<td class="colLast"> </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"> </td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"> +<ul class="blockList"> +<li class="blockList"><a name="com.yahoo.labs.samoa.core"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/core/package-summary.html">com.yahoo.labs.samoa.core</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/core/package-summary.html">com.yahoo.labs.samoa.core</a> that implement <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></span><span class="tabEnd"> </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 </code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/core/SerializableInstance.html" title="class in com.yahoo.labs.samoa.core">SerializableInstance</a></strong></code> +<div class="block">The Class SerializableInstance.</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/core/package-summary.html">com.yahoo.labs.samoa.core</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tbody> +<tr class="altColor"> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/core/SerializableInstance.html#SerializableInstance(com.yahoo.labs.samoa.instances.Instance)">SerializableInstance</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">Instantiates a new serializable instance.</div> +</td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.evaluation"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/evaluation/package-summary.html">com.yahoo.labs.samoa.evaluation</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/evaluation/package-summary.html">com.yahoo.labs.samoa.evaluation</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">PerformanceEvaluator.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/evaluation/PerformanceEvaluator.html#addResult(com.yahoo.labs.samoa.instances.Instance, double[])">addResult</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst, + double[] classVotes)</code> +<div class="block">Adds a learning result to this evaluator.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">BasicRegressionPerformanceEvaluator.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/evaluation/BasicRegressionPerformanceEvaluator.html#addResult(com.yahoo.labs.samoa.instances.Instance, double[])">addResult</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst, + double[] prediction)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">WindowClassificationPerformanceEvaluator.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/evaluation/WindowClassificationPerformanceEvaluator.html#addResult(com.yahoo.labs.samoa.instances.Instance, double[])">addResult</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst, + double[] classVotes)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">BasicClassificationPerformanceEvaluator.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/evaluation/BasicClassificationPerformanceEvaluator.html#addResult(com.yahoo.labs.samoa.instances.Instance, double[])">addResult</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst, + double[] classVotes)</code> </td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.evaluation.measures"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/evaluation/measures/package-summary.html">com.yahoo.labs.samoa.evaluation.measures</a></h3> +<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> +<caption><span>Method parameters in <a href="../../../../../../com/yahoo/labs/samoa/evaluation/measures/package-summary.html">com.yahoo.labs.samoa.evaluation.measures</a> with type arguments of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">Separation.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/evaluation/measures/Separation.html#evaluateClusteringSamoa(com.yahoo.labs.samoa.moa.cluster.Clustering, com.yahoo.labs.samoa.moa.cluster.Clustering, java.util.ArrayList)">evaluateClusteringSamoa</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/Clustering.html" title="class in com.yahoo.labs.samoa.moa.cluster">Clustering</a> clustering, + <a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/Clustering.html" title="class in com.yahoo.labs.samoa.moa.cluster">Clustering</a> trueClustering, + <a href="http://docs.oracle.com/javase/7/docs/api/java/util/ArrayList.html?is-external=true"; title="class or interface in java.util">ArrayList</a><<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a>> points)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">SSQ.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/evaluation/measures/SSQ.html#evaluateClusteringSamoa(com.yahoo.labs.samoa.moa.cluster.Clustering, com.yahoo.labs.samoa.moa.cluster.Clustering, java.util.ArrayList)">evaluateClusteringSamoa</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/Clustering.html" title="class in com.yahoo.labs.samoa.moa.cluster">Clustering</a> clustering, + <a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/Clustering.html" title="class in com.yahoo.labs.samoa.moa.cluster">Clustering</a> trueClsutering, + <a href="http://docs.oracle.com/javase/7/docs/api/java/util/ArrayList.html?is-external=true"; title="class or interface in java.util">ArrayList</a><<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a>> points)</code> </td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.instances"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></span><span class="tabEnd"> </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 </code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/instances/DenseInstance.html" title="class in com.yahoo.labs.samoa.instances">DenseInstance</a></strong></code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>class </code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/instances/SingleLabelInstance.html" title="class in com.yahoo.labs.samoa.instances">SingleLabelInstance</a></strong></code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>class </code></td> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/instances/SparseInstance.html" title="class in com.yahoo.labs.samoa.instances">SparseInstance</a></strong></code> </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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></code></td> +<td class="colLast"><span class="strong">SingleLabelInstance.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/instances/SingleLabelInstance.html#copy()">copy</a></strong>()</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></code></td> +<td class="colLast"><span class="strong">Instance.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html#copy()">copy</a></strong>()</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></code></td> +<td class="colLast"><span class="strong">Instances.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html#instance(int)">instance</a></strong>(int num)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></code></td> +<td class="colLast"><span class="strong">ArffLoader.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/instances/ArffLoader.html#readInstance(java.io.Reader)">readInstance</a></strong>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/Reader.html?is-external=true"; title="class or interface in java.io">Reader</a> reader)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></code></td> +<td class="colLast"><span class="strong">ArffLoader.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/instances/ArffLoader.html#readInstanceDense()">readInstanceDense</a></strong>()</code> </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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">Instances.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/instances/Instances.html#add(com.yahoo.labs.samoa.instances.Instance)">add</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tbody> +<tr class="altColor"> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/instances/DenseInstance.html#DenseInstance(com.yahoo.labs.samoa.instances.Instance)">DenseInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</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> that return <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></code></td> +<td class="colLast"><span class="strong">InstanceContentEvent.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/InstanceContentEvent.html#getInstance()">getInstance</a></strong>()</code> +<div class="block">Gets the single instance of InstanceEvent.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a>[]</code></td> +<td class="colLast"><span class="strong">InstancesContentEvent.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/InstancesContentEvent.html#getInstances()">getInstances</a></strong>()</code> +<div class="block">Gets the single instance of InstanceEvent.</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/learners/package-summary.html">com.yahoo.labs.samoa.learners</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">InstancesContentEvent.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/InstancesContentEvent.html#add(com.yahoo.labs.samoa.instances.Instance)">add</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </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/package-summary.html">com.yahoo.labs.samoa.learners</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tbody> +<tr class="altColor"> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/InstanceContentEvent.html#InstanceContentEvent(long, com.yahoo.labs.samoa.instances.Instance, boolean, boolean)">InstanceContentEvent</a></strong>(long index, + <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance, + boolean isTraining, + boolean isTesting)</code> +<div class="block">Instantiates a new instance event.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/ResultContentEvent.html#ResultContentEvent(long, com.yahoo.labs.samoa.instances.Instance, int, double[], boolean)">ResultContentEvent</a></strong>(long instanceIndex, + <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance, + int classId, + double[] classVotes, + boolean isLast)</code> +<div class="block">Instantiates a new result event.</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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">SimpleClassifierAdapter.</span><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="rowColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">NaiveBayes.</span><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>double[]</code></td> +<td class="colLast"><span class="strong">LocalLearner.</span><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="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#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> +<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#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> +<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#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> +</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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</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 methods, and an explanation"> +<caption><span>Methods 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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">AMRulesRegressorProcessor.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/centralized/AMRulesRegressorProcessor.html#trainOnInstanceImpl(com.yahoo.labs.samoa.instances.Instance)">trainOnInstanceImpl</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.learners.classifiers.rules.common"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.rules.common</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/common/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.rules.common</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><span class="strong">RuleRegressionNode.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/RuleRegressionNode.html#computeError(com.yahoo.labs.samoa.instances.Instance)">computeError</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><span class="strong">LearningRule.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/LearningRule.html#computeError(com.yahoo.labs.samoa.instances.Instance)">computeError</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><span class="strong">RuleSplitNode.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/RuleSplitNode.html#evaluate(com.yahoo.labs.samoa.instances.Instance)">evaluate</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><span class="strong">RuleRegressionNode.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/RuleRegressionNode.html#getLearnerToUse(com.yahoo.labs.samoa.instances.Instance, int)">getLearnerToUse</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance, + int predMode)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><span class="strong">RuleRegressionNode.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/RuleRegressionNode.html#getNormalizedPrediction(com.yahoo.labs.samoa.instances.Instance)">getNormalizedPrediction</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">RuleRegressionNode.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/RuleRegressionNode.html#getPrediction(com.yahoo.labs.samoa.instances.Instance)">getPrediction</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">LearningRule.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/LearningRule.html#getPrediction(com.yahoo.labs.samoa.instances.Instance)">getPrediction</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">RuleRegressionNode.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/RuleRegressionNode.html#getPrediction(com.yahoo.labs.samoa.instances.Instance, int)">getPrediction</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance, + int predictionMode)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">LearningRule.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/LearningRule.html#getPrediction(com.yahoo.labs.samoa.instances.Instance, int)">getPrediction</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance, + int mode)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">TargetMean.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/TargetMean.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> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">Perceptron.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/Perceptron.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> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><span class="strong">RuleRegressionNode.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/RuleRegressionNode.html#isAnomaly(com.yahoo.labs.samoa.instances.Instance, double, double, int)">isAnomaly</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance, + double uniVariateAnomalyProbabilityThreshold, + double multiVariateAnomalyProbabilityThreshold, + int numberOfInstanceesForAnomaly)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><span class="strong">LearningRule.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/LearningRule.html#isAnomaly(com.yahoo.labs.samoa.instances.Instance, double, double, int)">isAnomaly</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance, + double uniVariateAnomalyProbabilityThreshold, + double multiVariateAnomalyProbabilityThreshold, + int numberOfInstanceesForAnomaly)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><span class="strong">Rule.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/Rule.html#isCovering(com.yahoo.labs.samoa.instances.Instance)">isCovering</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">Perceptron.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/Perceptron.html#normalizedInstance(com.yahoo.labs.samoa.instances.Instance)">normalizedInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><span class="strong">Perceptron.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/Perceptron.html#normalizedPrediction(com.yahoo.labs.samoa.instances.Instance)">normalizedPrediction</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">TargetMean.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/TargetMean.html#trainOnInstanceImpl(com.yahoo.labs.samoa.instances.Instance)">trainOnInstanceImpl</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">Perceptron.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/Perceptron.html#trainOnInstanceImpl(com.yahoo.labs.samoa.instances.Instance)">trainOnInstanceImpl</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">Update the model using the provided instance</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>abstract void</code></td> +<td class="colLast"><span class="strong">RuleRegressionNode.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/RuleRegressionNode.html#updateStatistics(com.yahoo.labs.samoa.instances.Instance)">updateStatistics</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">RulePassiveRegressionNode.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/RulePassiveRegressionNode.html#updateStatistics(com.yahoo.labs.samoa.instances.Instance)">updateStatistics</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">RuleActiveRegressionNode.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/RuleActiveRegressionNode.html#updateStatistics(com.yahoo.labs.samoa.instances.Instance)">updateStatistics</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">LearningRule.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/LearningRule.html#updateStatistics(com.yahoo.labs.samoa.instances.Instance)">updateStatistics</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><span class="strong">Perceptron.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/common/Perceptron.html#updateWeights(com.yahoo.labs.samoa.instances.Instance, double)">updateWeights</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst, + double learningRatio)</code> </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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</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 methods, and an explanation"> +<caption><span>Methods in <a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/package-summary.html">com.yahoo.labs.samoa.learners.classifiers.rules.distributed</a> that return <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></code></td> +<td class="colLast"><span class="strong">AssignmentContentEvent.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/AssignmentContentEvent.html#getInstance()">getInstance</a></strong>()</code> </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/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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">AMRDefaultRuleProcessor.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/AMRDefaultRuleProcessor.html#trainOnInstanceImpl(com.yahoo.labs.samoa.instances.Instance)">trainOnInstanceImpl</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </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/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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tbody> +<tr class="altColor"> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/distributed/AssignmentContentEvent.html#AssignmentContentEvent(int, com.yahoo.labs.samoa.instances.Instance)">AssignmentContentEvent</a></strong>(int ruleID, + <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></code></td> +<td class="colLast"><span class="strong">ClusteringContentEvent.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/ClusteringContentEvent.html#getInstance()">getInstance</a></strong>()</code> </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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">LocalClustererAdapter.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/LocalClustererAdapter.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="rowColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">ClustreamClustererAdapter.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/ClustreamClustererAdapter.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"><span class="strong">LocalClustererAdapter.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/LocalClustererAdapter.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> +<tr class="rowColor"> +<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#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> +</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/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tbody> +<tr class="altColor"> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/learners/clusterers/ClusteringContentEvent.html#ClusteringContentEvent(long, com.yahoo.labs.samoa.instances.Instance)">ClusteringContentEvent</a></strong>(long index, + <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> +<div class="block">Instantiates a new clustering event.</div> +</td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.moa.classifiers"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/package-summary.html">com.yahoo.labs.samoa.moa.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/moa/classifiers/package-summary.html">com.yahoo.labs.samoa.moa.classifiers</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><span class="strong">Classifier.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/Classifier.html#correctlyClassifies(com.yahoo.labs.samoa.instances.Instance)">correctlyClassifies</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">Gets whether this classifier correctly classifies an instance.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><span class="strong">AbstractClassifier.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/AbstractClassifier.html#correctlyClassifies(com.yahoo.labs.samoa.instances.Instance)">correctlyClassifies</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">Classifier.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/Classifier.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="rowColor"> +<td class="colFirst"><code>abstract double[]</code></td> +<td class="colLast"><span class="strong">AbstractClassifier.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/AbstractClassifier.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> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">Classifier.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/Classifier.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 learner incrementally using the given example.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">AbstractClassifier.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/AbstractClassifier.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> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>abstract void</code></td> +<td class="colLast"><span class="strong">AbstractClassifier.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/AbstractClassifier.html#trainOnInstanceImpl(com.yahoo.labs.samoa.instances.Instance)">trainOnInstanceImpl</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.<br><br> + + The reason for ...Impl methods: ease programmer burden by not requiring + them to remember calls to super in overridden methods.</div> +</td> +</tr> +</tbody> +</table> +<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> +<caption><span>Method parameters in <a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/package-summary.html">com.yahoo.labs.samoa.moa.classifiers</a> with type arguments of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">AbstractClassifier.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/AbstractClassifier.html#getVotesForInstance(com.yahoo.labs.samoa.moa.core.Example)">getVotesForInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/moa/core/Example.html" title="interface in com.yahoo.labs.samoa.moa.core">Example</a><<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a>> example)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">AbstractClassifier.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/AbstractClassifier.html#trainOnInstance(com.yahoo.labs.samoa.moa.core.Example)">trainOnInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/moa/core/Example.html" title="interface in com.yahoo.labs.samoa.moa.core">Example</a><<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a>> example)</code> </td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/core/conditionaltests/package-summary.html">com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests</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/moa/classifiers/core/conditionaltests/package-summary.html">com.yahoo.labs.samoa.moa.classifiers.core.conditionaltests</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><span class="strong">NumericAttributeBinaryTest.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/core/conditionaltests/NumericAttributeBinaryTest.html#branchForInstance(com.yahoo.labs.samoa.instances.Instance)">branchForInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><span class="strong">NominalAttributeMultiwayTest.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/core/conditionaltests/NominalAttributeMultiwayTest.html#branchForInstance(com.yahoo.labs.samoa.instances.Instance)">branchForInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><span class="strong">NominalAttributeBinaryTest.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/core/conditionaltests/NominalAttributeBinaryTest.html#branchForInstance(com.yahoo.labs.samoa.instances.Instance)">branchForInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>abstract int</code></td> +<td class="colLast"><span class="strong">InstanceConditionalTest.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/core/conditionaltests/InstanceConditionalTest.html#branchForInstance(com.yahoo.labs.samoa.instances.Instance)">branchForInstance</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">Returns the number of the branch for an instance, -1 if unknown.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><span class="strong">InstanceConditionalTest.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/core/conditionaltests/InstanceConditionalTest.html#resultKnownForInstance(com.yahoo.labs.samoa.instances.Instance)">resultKnownForInstance</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">Gets whether the number of the branch for an instance is known.</div> +</td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.moa.classifiers.functions"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/functions/package-summary.html">com.yahoo.labs.samoa.moa.classifiers.functions</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/moa/classifiers/functions/package-summary.html">com.yahoo.labs.samoa.moa.classifiers.functions</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">MajorityClass.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/functions/MajorityClass.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> i)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">MajorityClass.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/functions/MajorityClass.html#trainOnInstanceImpl(com.yahoo.labs.samoa.instances.Instance)">trainOnInstanceImpl</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.moa.classifiers.rules.core"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/rules/core/package-summary.html">com.yahoo.labs.samoa.moa.classifiers.rules.core</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/moa/classifiers/rules/core/package-summary.html">com.yahoo.labs.samoa.moa.classifiers.rules.core</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><span class="strong">Predicate.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/rules/core/Predicate.html#evaluate(com.yahoo.labs.samoa.instances.Instance)">evaluate</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.moa.classifiers.rules.core.conditionaltests"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/rules/core/conditionaltests/package-summary.html">com.yahoo.labs.samoa.moa.classifiers.rules.core.conditionaltests</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/moa/classifiers/rules/core/conditionaltests/package-summary.html">com.yahoo.labs.samoa.moa.classifiers.rules.core.conditionaltests</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><span class="strong">NumericAttributeBinaryRulePredicate.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/rules/core/conditionaltests/NumericAttributeBinaryRulePredicate.html#branchForInstance(com.yahoo.labs.samoa.instances.Instance)">branchForInstance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><span class="strong">NumericAttributeBinaryRulePredicate.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/classifiers/rules/core/conditionaltests/NumericAttributeBinaryRulePredicate.html#evaluate(com.yahoo.labs.samoa.instances.Instance)">evaluate</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.moa.cluster"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/package-summary.html">com.yahoo.labs.samoa.moa.cluster</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/moa/cluster/package-summary.html">com.yahoo.labs.samoa.moa.cluster</a> that return <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code><a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></code></td> +<td class="colLast"><span class="strong">SphereCluster.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/SphereCluster.html#sample(java.util.Random)">sample</a></strong>(<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> random)</code> +<div class="block">Samples this cluster by returning a point from inside it.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>abstract <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></code></td> +<td class="colLast"><span class="strong">Cluster.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/Cluster.html#sample(java.util.Random)">sample</a></strong>(<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> random)</code> +<div class="block">Samples this cluster by returning a point from inside it.</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/moa/cluster/package-summary.html">com.yahoo.labs.samoa.moa.cluster</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><span class="strong">SphereCluster.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/SphereCluster.html#getCenterDistance(com.yahoo.labs.samoa.instances.Instance)">getCenterDistance</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">SphereCluster.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/SphereCluster.html#getDistanceVector(com.yahoo.labs.samoa.instances.Instance)">getDistanceVector</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><span class="strong">SphereCluster.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/SphereCluster.html#getInclusionProbability(com.yahoo.labs.samoa.instances.Instance)">getInclusionProbability</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>abstract double</code></td> +<td class="colLast"><span class="strong">Cluster.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/Cluster.html#getInclusionProbability(com.yahoo.labs.samoa.instances.Instance)">getInclusionProbability</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> +<div class="block">Returns the probability of the given point belonging to + this cluster.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>abstract double</code></td> +<td class="colLast"><span class="strong">CFCluster.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/CFCluster.html#getInclusionProbability(com.yahoo.labs.samoa.instances.Instance)">getInclusionProbability</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><span class="strong">Clustering.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/Clustering.html#getMaxInclusionProbability(com.yahoo.labs.samoa.instances.Instance)">getMaxInclusionProbability</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> point)</code> </td> +</tr> +</tbody> +</table> +<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> +<caption><span>Method parameters in <a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/package-summary.html">com.yahoo.labs.samoa.moa.cluster</a> with type arguments of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>static <a href="http://docs.oracle.com/javase/7/docs/api/java/util/HashMap.html?is-external=true"; title="class or interface in java.util">HashMap</a><<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Integer.html?is-external=true"; title="class or interface in java.lang">Integer</a>,<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Integer.html?is-external=true"; title="class or interface in java.lang">Integer</a>></code></td> +<td class="colLast"><span class="strong">Clustering.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/Clustering.html#classValues(java.util.List)">classValues</a></strong>(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true"; title="class or interface in java.util">List</a><? extends <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a>> points)</code> </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/moa/cluster/package-summary.html">com.yahoo.labs.samoa.moa.cluster</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tbody> +<tr class="altColor"> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/CFCluster.html#CFCluster(com.yahoo.labs.samoa.instances.Instance, int)">CFCluster</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> instance, + int dimensions)</code> +<div class="block">Instantiates an empty kernel with the given dimensionality.</div> +</td> +</tr> +</tbody> +</table> +<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> +<caption><span>Constructor parameters in <a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/package-summary.html">com.yahoo.labs.samoa.moa.cluster</a> with type arguments of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tbody> +<tr class="altColor"> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/Clustering.html#Clustering(java.util.List)">Clustering</a></strong>(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true"; title="class or interface in java.util">List</a><? extends <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a>> points)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colLast"><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/cluster/SphereCluster.html#SphereCluster(java.util.List, int)">SphereCluster</a></strong>(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true"; title="class or interface in java.util">List</a><? extends <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a>> instances, + int dimension)</code> </td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.moa.clusterers"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/moa/clusterers/package-summary.html">com.yahoo.labs.samoa.moa.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/moa/clusterers/package-summary.html">com.yahoo.labs.samoa.moa.clusterers</a> with parameters of type <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a></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> +<tbody> +<tr class="altColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">Clusterer.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/clusterers/Clusterer.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> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double[]</code></td> +<td class="colLast"><span class="strong">ClusterGenerator.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/clusterers/ClusterGenerator.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> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">Clusterer.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/clusterers/Clusterer.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> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">AbstractClusterer.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/clusterers/AbstractClusterer.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> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><span class="strong">ClusterGenerator.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/clusterers/ClusterGenerator.html#trainOnInstanceImpl(com.yahoo.labs.samoa.instances.Instance)">trainOnInstanceImpl</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>abstract void</code></td> +<td class="colLast"><span class="strong">AbstractClusterer.</span><code><strong><a href="../../../../../../com/yahoo/labs/samoa/moa/clusterers/AbstractClusterer.html#trainOnInstanceImpl(com.yahoo.labs.samoa.instances.Instance)">trainOnInstanceImpl</a></strong>(<a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> inst)</code> </td> +</tr> +</tbody> +</table> +</li> +<li class="blockList"><a name="com.yahoo.labs.samoa.moa.clusterers.clustream"> +<!-- --> +</a> +<h3>Uses of <a href="../../../../../../com/yahoo/labs/samoa/instances/Instance.html" title="interface in com.yahoo.labs.samoa.instances">Instance</a> in <a href="../../../../../../com/yahoo/labs/samoa/moa/clusterers/clustream/package-summary.html">com.yahoo.labs.samoa.mo
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