http://git-wip-us.apache.org/repos/asf/incubator-samoa/blob/061dd9ee/docs/api/com/yahoo/labs/samoa/learners/classifiers/ensemble/package-summary.html ---------------------------------------------------------------------- diff --git a/docs/api/com/yahoo/labs/samoa/learners/classifiers/ensemble/package-summary.html b/docs/api/com/yahoo/labs/samoa/learners/classifiers/ensemble/package-summary.html new file mode 100644 index 0000000..7806584 --- /dev/null +++ b/docs/api/com/yahoo/labs/samoa/learners/classifiers/ensemble/package-summary.html @@ -0,0 +1,173 @@ +<!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>com.yahoo.labs.samoa.learners.classifiers.ensemble (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="com.yahoo.labs.samoa.learners.classifiers.ensemble (SAMOA 0.2.0-SNAPSHOT API)"; 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http://git-wip-us.apache.org/repos/asf/incubator-samoa/blob/061dd9ee/docs/api/com/yahoo/labs/samoa/learners/classifiers/ensemble/package-tree.html ---------------------------------------------------------------------- diff --git a/docs/api/com/yahoo/labs/samoa/learners/classifiers/ensemble/package-tree.html b/docs/api/com/yahoo/labs/samoa/learners/classifiers/ensemble/package-tree.html new file mode 100644 index 0000000..eacf701 --- /dev/null +++ b/docs/api/com/yahoo/labs/samoa/learners/classifiers/ensemble/package-tree.html @@ -0,0 +1,142 @@ +<!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>com.yahoo.labs.samoa.learners.classifiers.ensemble Class Hierarchy (SAMOA 0.2.0-SNAPSHOT API)</title> +<meta name="date" 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class="strong">AdaptiveBagging</span></a> (implements com.github.javacliparser.Configurable, com.yahoo.labs.samoa.learners.<a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html" title="interface in com.yahoo.labs.samoa.learners">Learner</a>)</li> +<li type="circle">com.yahoo.labs.samoa.learners.classifiers.ensemble.<a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/Bagging.html" title="class in com.yahoo.labs.samoa.learners.classifiers.ensemble"><span class="strong">Bagging</span></a> (implements com.github.javacliparser.Configurable, com.yahoo.labs.samoa.learners.<a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html" title="interface in com.yahoo.labs.samoa.learners">Learner</a>)</li> +<li type="circle">com.yahoo.labs.samoa.learners.classifiers.ensemble.<a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/BaggingDistributorProcessor.html" title="class in com.yahoo.labs.samoa.learners.classifiers.ensemble"><span class="strong">BaggingDistributorProcessor</span></a> (implements com.yahoo.labs.samoa.core.<a href="../../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a>) +<ul> +<li type="circle">com.yahoo.labs.samoa.learners.classifiers.ensemble.<a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/BoostingDistributorProcessor.html" title="class in com.yahoo.labs.samoa.learners.classifiers.ensemble"><span class="strong">BoostingDistributorProcessor</span></a></li> +</ul> +</li> +<li type="circle">com.yahoo.labs.samoa.learners.classifiers.ensemble.<a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/Boosting.html" title="class in com.yahoo.labs.samoa.learners.classifiers.ensemble"><span class="strong">Boosting</span></a> (implements com.github.javacliparser.Configurable, com.yahoo.labs.samoa.learners.<a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html" title="interface in com.yahoo.labs.samoa.learners">Learner</a>)</li> +<li type="circle">com.yahoo.labs.samoa.learners.classifiers.ensemble.<a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/PredictionCombinerProcessor.html" title="class in com.yahoo.labs.samoa.learners.classifiers.ensemble"><span class="strong">PredictionCombinerProcessor</span></a> (implements com.yahoo.labs.samoa.core.<a href="../../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a>) +<ul> +<li type="circle">com.yahoo.labs.samoa.learners.classifiers.ensemble.<a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/BoostingPredictionCombinerProcessor.html" title="class in com.yahoo.labs.samoa.learners.classifiers.ensemble"><span class="strong">BoostingPredictionCombinerProcessor</span></a></li> +</ul> +</li> +</ul> +</li> +</ul> 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title="class or interface in java.io"><span class="strong">Serializable</span></a> +<ul> +<li type="circle">com.yahoo.labs.samoa.learners.classifiers.<a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/LocalLearner.html" title="interface in com.yahoo.labs.samoa.learners.classifiers"><span class="strong">LocalLearner</span></a></li> +</ul> +</li> +</ul> +</div> +<!-- ======= START OF BOTTOM NAVBAR ====== --> +<div class="bottomNav"><a name="navbar_bottom"> +<!-- --> +</a><a href="#skip-navbar_bottom" title="Skip navigation links"></a><a name="navbar_bottom_firstrow"> +<!-- --> +</a> +<ul class="navList" title="Navigation"> +<li><a href="../../../../../../overview-summary.html">Overview</a></li> +<li><a href="package-summary.html">Package</a></li> +<li>Class</li> +<li>Use</li> +<li class="navBarCell1Rev">Tree</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/package-tree.html">Prev</a></li> +<li><a href="../../../../../../com/yahoo/labs/samoa/learners/classifiers/ensemble/package-tree.html">Next</a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?com/yahoo/labs/samoa/learners/classifiers/package-tree.html" target="_top">Frames</a></li> +<li><a href="package-tree.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_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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+ if(window==top) { + allClassesLink.style.display = "block"; + } + else { + allClassesLink.style.display = "none"; + } + //--> +</script> +</div> +<a name="skip-navbar_bottom"> +<!-- --> +</a></div> +<!-- ======== END OF BOTTOM NAVBAR ======= --> +<p class="legalCopy"><small>Copyright © 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/rules/AMRulesRegressor.html ---------------------------------------------------------------------- diff --git a/docs/api/com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html b/docs/api/com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html new file mode 100644 index 0000000..d92a380 --- /dev/null +++ b/docs/api/com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html @@ -0,0 +1,554 @@ +<!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>AMRulesRegressor (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="AMRulesRegressor (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/AMRulesRegressor.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/rules/HorizontalAMRulesRegressor.html" title="class in com.yahoo.labs.samoa.learners.classifiers.rules"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../../index.html?com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html" target="_top">Frames</a></li> +<li><a href="AMRulesRegressor.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.rules</div> +<h2 title="Class AMRulesRegressor" class="title">Class AMRulesRegressor</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.rules.AMRulesRegressor</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/Learner.html" title="interface in com.yahoo.labs.samoa.learners">Learner</a>, <a href="../../../../../../../com/yahoo/labs/samoa/learners/RegressionLearner.html" title="interface in com.yahoo.labs.samoa.learners">RegressionLearner</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">AMRulesRegressor</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/RegressionLearner.html" title="interface in com.yahoo.labs.samoa.learners">RegressionLearner</a>, com.github.javacliparser.Configurable</pre> +<div class="block">AMRules Regressor + is the task for the serialized implementation of AMRules algorithm for regression rule. + It is adapted to SAMOA from the implementation of AMRules in MOA.</div> +<dl><dt><span class="strong">Author:</span></dt> + <dd>Anh Thu Vu</dd> +<dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../../../serialized-form.html#com.yahoo.labs.samoa.learners.classifiers.rules.AMRulesRegressor">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.IntOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#anomalyNumInstThresholdOption">anomalyNumInstThresholdOption</a></strong></code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>com.github.javacliparser.FlagOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#constantLearningRatioDecayOption">constantLearningRatioDecayOption</a></strong></code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>com.github.javacliparser.FlagOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#DriftDetectionOption">DriftDetectionOption</a></strong></code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>com.github.javacliparser.IntOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#gracePeriodOption">gracePeriodOption</a></strong></code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>com.github.javacliparser.FloatOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#learningRatioOption">learningRatioOption</a></strong></code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>com.github.javacliparser.FloatOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#multivariateAnomalyProbabilityThresholdOption">multivariateAnomalyProbabilityThresholdOption</a></strong></code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>com.github.javacliparser.FlagOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#noAnomalyDetectionOption">noAnomalyDetectionOption</a></strong></code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>com.github.javacliparser.ClassOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#numericObserverOption">numericObserverOption</a></strong></code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>com.github.javacliparser.FloatOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#pageHinckleyAlphaOption">pageHinckleyAlphaOption</a></strong></code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>com.github.javacliparser.IntOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#pageHinckleyThresholdOption">pageHinckleyThresholdOption</a></strong></code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>com.github.javacliparser.MultiChoiceOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#predictionFunctionOption">predictionFunctionOption</a></strong></code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>com.github.javacliparser.FloatOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#splitConfidenceOption">splitConfidenceOption</a></strong></code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>com.github.javacliparser.FloatOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#tieThresholdOption">tieThresholdOption</a></strong></code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>com.github.javacliparser.FloatOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#univariateAnomalyProbabilityThresholdOption">univariateAnomalyProbabilityThresholdOption</a></strong></code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>com.github.javacliparser.FlagOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#unorderedRulesOption">unorderedRulesOption</a></strong></code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>com.github.javacliparser.ClassOption</code></td> +<td class="colLast"><code><strong><a href="../../../../../../../com/yahoo/labs/samoa/learners/classifiers/rules/AMRulesRegressor.html#votingTypeOption">votingTypeOption</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/rules/AMRulesRegressor.html#AMRulesRegressor()">AMRulesRegressor</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/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/rules/AMRulesRegressor.html#getInputProcessor()">getInputProcessor</a></strong>()</code> +<div class="block">Gets the input processing item.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/Set.html?is-external=true"; title="class or interface in java.util">Set</a><<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/rules/AMRulesRegressor.html#getResultStreams()">getResultStreams</a></strong>()</code> +<div class="block">Gets the result streams</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/rules/AMRulesRegressor.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder, com.yahoo.labs.samoa.instances.Instances, int)">init</a></strong>(<a href="../../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" title="class in com.yahoo.labs.samoa.topology">TopologyBuilder</a> topologyBuilder, + <a href="../../../../../../../com/yahoo/labs/samoa/instances/Instances.html" title="class in com.yahoo.labs.samoa.instances">Instances</a> dataset, + int parallelism)</code> +<div class="block">Inits the Learner object.</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="splitConfidenceOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>splitConfidenceOption</h4> +<pre>public com.github.javacliparser.FloatOption splitConfidenceOption</pre> +</li> +</ul> +<a name="tieThresholdOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>tieThresholdOption</h4> +<pre>public com.github.javacliparser.FloatOption tieThresholdOption</pre> +</li> +</ul> +<a name="gracePeriodOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>gracePeriodOption</h4> +<pre>public com.github.javacliparser.IntOption gracePeriodOption</pre> +</li> +</ul> +<a name="DriftDetectionOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>DriftDetectionOption</h4> +<pre>public com.github.javacliparser.FlagOption DriftDetectionOption</pre> +</li> +</ul> +<a name="pageHinckleyAlphaOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>pageHinckleyAlphaOption</h4> +<pre>public com.github.javacliparser.FloatOption pageHinckleyAlphaOption</pre> +</li> +</ul> +<a name="pageHinckleyThresholdOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>pageHinckleyThresholdOption</h4> +<pre>public com.github.javacliparser.IntOption pageHinckleyThresholdOption</pre> +</li> +</ul> +<a name="noAnomalyDetectionOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>noAnomalyDetectionOption</h4> +<pre>public com.github.javacliparser.FlagOption noAnomalyDetectionOption</pre> +</li> +</ul> +<a name="multivariateAnomalyProbabilityThresholdOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>multivariateAnomalyProbabilityThresholdOption</h4> +<pre>public com.github.javacliparser.FloatOption multivariateAnomalyProbabilityThresholdOption</pre> +</li> +</ul> +<a name="univariateAnomalyProbabilityThresholdOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>univariateAnomalyProbabilityThresholdOption</h4> +<pre>public com.github.javacliparser.FloatOption univariateAnomalyProbabilityThresholdOption</pre> +</li> +</ul> +<a name="anomalyNumInstThresholdOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>anomalyNumInstThresholdOption</h4> +<pre>public com.github.javacliparser.IntOption anomalyNumInstThresholdOption</pre> +</li> +</ul> +<a name="unorderedRulesOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>unorderedRulesOption</h4> +<pre>public com.github.javacliparser.FlagOption unorderedRulesOption</pre> +</li> +</ul> +<a name="numericObserverOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>numericObserverOption</h4> +<pre>public com.github.javacliparser.ClassOption numericObserverOption</pre> +</li> +</ul> +<a name="predictionFunctionOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>predictionFunctionOption</h4> +<pre>public com.github.javacliparser.MultiChoiceOption predictionFunctionOption</pre> +</li> +</ul> +<a name="constantLearningRatioDecayOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>constantLearningRatioDecayOption</h4> +<pre>public com.github.javacliparser.FlagOption constantLearningRatioDecayOption</pre> +</li> +</ul> +<a name="learningRatioOption"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>learningRatioOption</h4> +<pre>public com.github.javacliparser.FloatOption learningRatioOption</pre> +</li> +</ul> +<a name="votingTypeOption"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>votingTypeOption</h4> +<pre>public com.github.javacliparser.ClassOption votingTypeOption</pre> +</li> +</ul> +</li> +</ul> +<!-- ========= CONSTRUCTOR DETAIL ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor_detail"> +<!-- --> +</a> +<h3>Constructor Detail</h3> +<a name="AMRulesRegressor()"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>AMRulesRegressor</h4> +<pre>public AMRulesRegressor()</pre> +</li> +</ul> +</li> +</ul> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method_detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="init(com.yahoo.labs.samoa.topology.TopologyBuilder, com.yahoo.labs.samoa.instances.Instances, int)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>init</h4> +<pre>public void init(<a href="../../../../../../../com/yahoo/labs/samoa/topology/TopologyBuilder.html" title="class in com.yahoo.labs.samoa.topology">TopologyBuilder</a> topologyBuilder, + <a href="../../../../../../../com/yahoo/labs/samoa/instances/Instances.html" title="class in com.yahoo.labs.samoa.instances">Instances</a> dataset, + int parallelism)</pre> +<div class="block"><strong>Description copied from interface: <code><a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder, com.yahoo.labs.samoa.instances.Instances, int)">Learner</a></code></strong></div> +<div class="block">Inits the Learner object.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html#init(com.yahoo.labs.samoa.topology.TopologyBuilder, com.yahoo.labs.samoa.instances.Instances, int)">init</a></code> in interface <code><a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html" title="interface in com.yahoo.labs.samoa.learners">Learner</a></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>topologyBuilder</code> - the topology builder</dd><dd><code>dataset</code> - the dataset</dd><dd><code>parallelism</code> - the parallelism</dd></dl> +</li> +</ul> +<a name="getInputProcessor()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getInputProcessor</h4> +<pre>public <a href="../../../../../../../com/yahoo/labs/samoa/core/Processor.html" title="interface in com.yahoo.labs.samoa.core">Processor</a> getInputProcessor()</pre> +<div class="block"><strong>Description copied from interface: <code><a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html#getInputProcessor()">Learner</a></code></strong></div> +<div class="block">Gets the input processing item.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html#getInputProcessor()">getInputProcessor</a></code> in interface <code><a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html" title="interface in com.yahoo.labs.samoa.learners">Learner</a></code></dd> +<dt><span class="strong">Returns:</span></dt><dd>the input processing item</dd></dl> +</li> +</ul> +<a name="getResultStreams()"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>getResultStreams</h4> +<pre>public <a href="http://docs.oracle.com/javase/7/docs/api/java/util/Set.html?is-external=true"; title="class or interface in java.util">Set</a><<a href="../../../../../../../com/yahoo/labs/samoa/topology/Stream.html" title="interface in com.yahoo.labs.samoa.topology">Stream</a>> getResultStreams()</pre> +<div class="block"><strong>Description copied from interface: <code><a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html#getResultStreams()">Learner</a></code></strong></div> +<div class="block">Gets the result streams</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html#getResultStreams()">getResultStreams</a></code> in interface <code><a href="../../../../../../../com/yahoo/labs/samoa/learners/Learner.html" title="interface in com.yahoo.labs.samoa.learners">Learner</a></code></dd> +<dt><span class="strong">Returns:</span></dt><dd>the set of result streams</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/AMRulesRegressor.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 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