| <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> |
| <!-- NewPage --> |
| <html lang="en"> |
| <head> |
| <link rel="canonical" href="https://ignite.apache.org/releases/2.4.0/javadoc/org/apache/ignite/ml/clustering/FuzzyCMeansDistributedClusterer.html" /> |
| <META NAME="ROBOTS" CONTENT="NOINDEX"> |
| |
| <!-- Generated by javadoc (1.8.0_77) on Mon Mar 05 10:43:20 UTC 2018 --> |
| <meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> |
| <title>FuzzyCMeansDistributedClusterer (Ignite 2.4.0)</title> |
| <meta name="date" content="2018-03-05"> |
| <link rel="stylesheet" type="text/css" href="../../../../../javadoc.css" title="Style"> |
| <script type="text/javascript" src="../../../../../script.js"></script> |
| |
| <script> |
| (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ |
| (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), |
| m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) |
| })(window,document,'script','https://www.google-analytics.com/analytics.js','ga'); |
| |
| ga('create', 'UA-61232409-1', 'auto'); |
| ga('send', 'pageview'); |
| |
| </script></head> |
| <body> |
| <script type="text/javascript"><!-- |
| try { |
| if (location.href.indexOf('is-external=true') == -1) { |
| parent.document.title="FuzzyCMeansDistributedClusterer (Ignite 2.4.0)"; |
| } |
| } |
| catch(err) { |
| } |
| //--> |
| var methods = {"i0":10,"i1":10}; |
| var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]}; |
| var altColor = "altColor"; |
| var rowColor = "rowColor"; |
| var tableTab = "tableTab"; |
| var activeTableTab = "activeTableTab"; |
| </script> |
| <noscript> |
| <div>JavaScript is disabled on your browser.</div> |
| </noscript> |
| <!-- ========= START OF TOP NAVBAR ======= --> |
| <div class="topNav"><a name="navbar.top"> |
| <!-- --> |
| </a> |
| <div class="skipNav"><a href="#skip.navbar.top" title="Skip navigation links">Skip navigation links</a></div> |
| <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/FuzzyCMeansDistributedClusterer.html">Use</a></li> |
| <li><a href="package-tree.html">Tree</a></li> |
| <li><a href="../../../../../deprecated-list.html">Deprecated</a></li> |
| <li><a href="../../../../../index-all.html">Index</a></li> |
| <li><a href="../../../../../help-doc.html">Help</a></li> |
| </ul> |
| <div class="aboutLanguage">Ignite - In-Memory Data Fabric</div> |
| </div> |
| <div class="subNav"> |
| <ul class="navList"> |
| <li><a href="../../../../../org/apache/ignite/ml/clustering/ClusterizationModel.html" title="interface in org.apache.ignite.ml.clustering"><span class="typeNameLink">Prev Class</span></a></li> |
| <li><a href="../../../../../org/apache/ignite/ml/clustering/FuzzyCMeansLocalClusterer.html" title="class in org.apache.ignite.ml.clustering"><span class="typeNameLink">Next Class</span></a></li> |
| </ul> |
| <ul class="navList"> |
| <li><a href="../../../../../index.html?org/apache/ignite/ml/clustering/FuzzyCMeansDistributedClusterer.html" target="_top">Frames</a></li> |
| <li><a href="FuzzyCMeansDistributedClusterer.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><a href="#nested.classes.inherited.from.class.org.apache.ignite.ml.clustering.BaseFuzzyCMeansClusterer">Nested</a> | </li> |
| <li><a href="#fields.inherited.from.class.org.apache.ignite.ml.clustering.BaseFuzzyCMeansClusterer">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>Field | </li> |
| <li><a href="#constructor.detail">Constr</a> | </li> |
| <li><a href="#method.detail">Method</a></li> |
| </ul> |
| </div> |
| <a name="skip.navbar.top"> |
| <!-- --> |
| </a></div> |
| <!-- ========= END OF TOP NAVBAR ========= --> |
| <!-- ======== START OF CLASS DATA ======== --> |
| <div class="header"> |
| <div class="subTitle">org.apache.ignite.ml.clustering</div> |
| <h2 title="Class FuzzyCMeansDistributedClusterer" class="title">Class FuzzyCMeansDistributedClusterer</h2> |
| </div> |
| <div class="contentContainer"> |
| <ul class="inheritance"> |
| <li><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li> |
| <li> |
| <ul class="inheritance"> |
| <li><a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html" title="class in org.apache.ignite.ml.clustering">org.apache.ignite.ml.clustering.BaseFuzzyCMeansClusterer</a><<a href="../../../../../org/apache/ignite/ml/math/impls/matrix/SparseDistributedMatrix.html" title="class in org.apache.ignite.ml.math.impls.matrix">SparseDistributedMatrix</a>></li> |
| <li> |
| <ul class="inheritance"> |
| <li>org.apache.ignite.ml.clustering.FuzzyCMeansDistributedClusterer</li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| <div class="description"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <dl> |
| <dt>All Implemented Interfaces:</dt> |
| <dd><a href="../../../../../org/apache/ignite/ml/clustering/Clusterer.html" title="interface in org.apache.ignite.ml.clustering">Clusterer</a><<a href="../../../../../org/apache/ignite/ml/math/impls/matrix/SparseDistributedMatrix.html" title="class in org.apache.ignite.ml.math.impls.matrix">SparseDistributedMatrix</a>,<a href="../../../../../org/apache/ignite/ml/clustering/FuzzyCMeansModel.html" title="class in org.apache.ignite.ml.clustering">FuzzyCMeansModel</a>></dd> |
| </dl> |
| <hr> |
| <br> |
| <pre>public class <span class="typeNameLabel">FuzzyCMeansDistributedClusterer</span> |
| extends <a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html" title="class in org.apache.ignite.ml.clustering">BaseFuzzyCMeansClusterer</a><<a href="../../../../../org/apache/ignite/ml/math/impls/matrix/SparseDistributedMatrix.html" title="class in org.apache.ignite.ml.math.impls.matrix">SparseDistributedMatrix</a>></pre> |
| <div class="block">This class implements distributed version of Fuzzy C-Means clusterization of equal-weighted points.</div> |
| </li> |
| </ul> |
| </div> |
| <div class="summary"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <!-- ======== NESTED CLASS SUMMARY ======== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="nested.class.summary"> |
| <!-- --> |
| </a> |
| <h3>Nested Class Summary</h3> |
| <ul class="blockList"> |
| <li class="blockList"><a name="nested.classes.inherited.from.class.org.apache.ignite.ml.clustering.BaseFuzzyCMeansClusterer"> |
| <!-- --> |
| </a> |
| <h3>Nested classes/interfaces inherited from class org.apache.ignite.ml.clustering.<a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html" title="class in org.apache.ignite.ml.clustering">BaseFuzzyCMeansClusterer</a></h3> |
| <code><a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.StopCondition.html" title="enum in org.apache.ignite.ml.clustering">BaseFuzzyCMeansClusterer.StopCondition</a></code></li> |
| </ul> |
| </li> |
| </ul> |
| <!-- =========== FIELD SUMMARY =========== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="field.summary"> |
| <!-- --> |
| </a> |
| <h3>Field Summary</h3> |
| <ul class="blockList"> |
| <li class="blockList"><a name="fields.inherited.from.class.org.apache.ignite.ml.clustering.BaseFuzzyCMeansClusterer"> |
| <!-- --> |
| </a> |
| <h3>Fields inherited from class org.apache.ignite.ml.clustering.<a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html" title="class in org.apache.ignite.ml.clustering">BaseFuzzyCMeansClusterer</a></h3> |
| <code><a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html#exponentialWeight">exponentialWeight</a>, <a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html#maxDelta">maxDelta</a>, <a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html#measure">measure</a>, <a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html#stopCond">stopCond</a></code></li> |
| </ul> |
| </li> |
| </ul> |
| <!-- ======== CONSTRUCTOR SUMMARY ======== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="constructor.summary"> |
| <!-- --> |
| </a> |
| <h3>Constructor Summary</h3> |
| <table class="memberSummary" 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><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/FuzzyCMeansDistributedClusterer.html#FuzzyCMeansDistributedClusterer-org.apache.ignite.ml.math.distances.DistanceMeasure-double-org.apache.ignite.ml.clustering.BaseFuzzyCMeansClusterer.StopCondition-double-int-java.lang.Long-int-int-">FuzzyCMeansDistributedClusterer</a></span>(<a href="../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a> measure, |
| double exponentialWeight, |
| <a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.StopCondition.html" title="enum in org.apache.ignite.ml.clustering">BaseFuzzyCMeansClusterer.StopCondition</a> stopCond, |
| double maxDelta, |
| int cMeansMaxIterations, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a> seed, |
| int initSteps, |
| int kMeansMaxIterations)</code> |
| <div class="block">Constructor that retains all required parameters.</div> |
| </td> |
| </tr> |
| </table> |
| </li> |
| </ul> |
| <!-- ========== METHOD SUMMARY =========== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="method.summary"> |
| <!-- --> |
| </a> |
| <h3>Method Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> |
| <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/clustering/FuzzyCMeansModel.html" title="class in org.apache.ignite.ml.clustering">FuzzyCMeansModel</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/FuzzyCMeansDistributedClusterer.html#cluster-org.apache.ignite.ml.math.impls.matrix.SparseDistributedMatrix-int-">cluster</a></span>(<a href="../../../../../org/apache/ignite/ml/math/impls/matrix/SparseDistributedMatrix.html" title="class in org.apache.ignite.ml.math.impls.matrix">SparseDistributedMatrix</a> points, |
| int k)</code> |
| <div class="block">Perform a cluster analysis on the given set of points.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/concurrent/ConcurrentHashMap.html?is-external=true" title="class or interface in java.util.concurrent">ConcurrentHashMap</a><<a href="http://docs.oracle.com/javase/8/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/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/FuzzyCMeansDistributedClusterer.html#weightCenters-java.lang.String-java.util.UUID-java.util.List-">weightCenters</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> cacheName, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a> uuid, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../org/apache/ignite/ml/math/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a>> centers)</code> |
| <div class="block">Weight each center with number of points for which this center is the nearest.</div> |
| </td> |
| </tr> |
| </table> |
| <ul class="blockList"> |
| <li class="blockList"><a name="methods.inherited.from.class.org.apache.ignite.ml.clustering.BaseFuzzyCMeansClusterer"> |
| <!-- --> |
| </a> |
| <h3>Methods inherited from class org.apache.ignite.ml.clustering.<a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html" title="class in org.apache.ignite.ml.clustering">BaseFuzzyCMeansClusterer</a></h3> |
| <code><a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html#distance-org.apache.ignite.ml.math.Vector-org.apache.ignite.ml.math.Vector-">distance</a></code></li> |
| </ul> |
| <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/8/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/8/docs/api/java/lang/Object.html?is-external=true#clone--" title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/8/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/8/docs/api/java/lang/Object.html?is-external=true#finalize--" title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/8/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/8/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/8/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/8/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/8/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/8/docs/api/java/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/8/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/8/docs/api/java/lang/Object.html?is-external=true#wait-long-int-" title="class or interface in java.lang">wait</a></code></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </div> |
| <div class="details"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <!-- ========= CONSTRUCTOR DETAIL ======== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="constructor.detail"> |
| <!-- --> |
| </a> |
| <h3>Constructor Detail</h3> |
| <a name="FuzzyCMeansDistributedClusterer-org.apache.ignite.ml.math.distances.DistanceMeasure-double-org.apache.ignite.ml.clustering.BaseFuzzyCMeansClusterer.StopCondition-double-int-java.lang.Long-int-int-"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>FuzzyCMeansDistributedClusterer</h4> |
| <pre>public FuzzyCMeansDistributedClusterer(<a href="../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a> measure, |
| double exponentialWeight, |
| <a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.StopCondition.html" title="enum in org.apache.ignite.ml.clustering">BaseFuzzyCMeansClusterer.StopCondition</a> stopCond, |
| double maxDelta, |
| int cMeansMaxIterations, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a> seed, |
| int initSteps, |
| int kMeansMaxIterations)</pre> |
| <div class="block">Constructor that retains all required parameters.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>measure</code> - Distance measure.</dd> |
| <dd><code>exponentialWeight</code> - Specific constant which is used in calculating of membership matrix.</dd> |
| <dd><code>stopCond</code> - Flag that tells when algorithm should stop.</dd> |
| <dd><code>maxDelta</code> - The maximum distance between old and new centers or maximum difference between new and old |
| membership matrix elements for which algorithm must stop.</dd> |
| <dd><code>cMeansMaxIterations</code> - The maximum number of FCM iterations.</dd> |
| <dd><code>seed</code> - Seed for random numbers generator.</dd> |
| <dd><code>initSteps</code> - Number of steps of primary centers selection (the more steps, the more candidates).</dd> |
| <dd><code>kMeansMaxIterations</code> - The maximum number of K-Means iteration in primary centers selection.</dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| <!-- ============ METHOD DETAIL ========== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="method.detail"> |
| <!-- --> |
| </a> |
| <h3>Method Detail</h3> |
| <a name="cluster-org.apache.ignite.ml.math.impls.matrix.SparseDistributedMatrix-int-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>cluster</h4> |
| <pre>public <a href="../../../../../org/apache/ignite/ml/clustering/FuzzyCMeansModel.html" title="class in org.apache.ignite.ml.clustering">FuzzyCMeansModel</a> cluster(<a href="../../../../../org/apache/ignite/ml/math/impls/matrix/SparseDistributedMatrix.html" title="class in org.apache.ignite.ml.math.impls.matrix">SparseDistributedMatrix</a> points, |
| int k) |
| throws <a href="../../../../../org/apache/ignite/ml/math/exceptions/MathIllegalArgumentException.html" title="class in org.apache.ignite.ml.math.exceptions">MathIllegalArgumentException</a>, |
| <a href="../../../../../org/apache/ignite/ml/math/exceptions/ConvergenceException.html" title="class in org.apache.ignite.ml.math.exceptions">ConvergenceException</a></pre> |
| <div class="block">Perform a cluster analysis on the given set of points.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/ignite/ml/clustering/Clusterer.html#cluster-P-int-">cluster</a></code> in interface <code><a href="../../../../../org/apache/ignite/ml/clustering/Clusterer.html" title="interface in org.apache.ignite.ml.clustering">Clusterer</a><<a href="../../../../../org/apache/ignite/ml/math/impls/matrix/SparseDistributedMatrix.html" title="class in org.apache.ignite.ml.math.impls.matrix">SparseDistributedMatrix</a>,<a href="../../../../../org/apache/ignite/ml/clustering/FuzzyCMeansModel.html" title="class in org.apache.ignite.ml.clustering">FuzzyCMeansModel</a>></code></dd> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html#cluster-T-int-">cluster</a></code> in class <code><a href="../../../../../org/apache/ignite/ml/clustering/BaseFuzzyCMeansClusterer.html" title="class in org.apache.ignite.ml.clustering">BaseFuzzyCMeansClusterer</a><<a href="../../../../../org/apache/ignite/ml/math/impls/matrix/SparseDistributedMatrix.html" title="class in org.apache.ignite.ml.math.impls.matrix">SparseDistributedMatrix</a>></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>points</code> - The set of points.</dd> |
| <dd><code>k</code> - Clusters count.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>A list of clusters.</dd> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="../../../../../org/apache/ignite/ml/math/exceptions/MathIllegalArgumentException.html" title="class in org.apache.ignite.ml.math.exceptions">MathIllegalArgumentException</a></code> - If points are null or the number of data points is not compatible with this |
| clusterer.</dd> |
| <dd><code><a href="../../../../../org/apache/ignite/ml/math/exceptions/ConvergenceException.html" title="class in org.apache.ignite.ml.math.exceptions">ConvergenceException</a></code> - If the algorithm has not yet converged after the maximum number of iterations has |
| been exceeded.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="weightCenters-java.lang.String-java.util.UUID-java.util.List-"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>weightCenters</h4> |
| <pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/util/concurrent/ConcurrentHashMap.html?is-external=true" title="class or interface in java.util.concurrent">ConcurrentHashMap</a><<a href="http://docs.oracle.com/javase/8/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/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>> weightCenters(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> cacheName, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a> uuid, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../org/apache/ignite/ml/math/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a>> centers)</pre> |
| <div class="block">Weight each center with number of points for which this center is the nearest.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>cacheName</code> - Cache name of the point matrix.</dd> |
| <dd><code>uuid</code> - Uuid of the point matrix.</dd> |
| <dd><code>centers</code> - The list of centers.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Hash map with weights.</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> |
| <div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div> |
| <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/FuzzyCMeansDistributedClusterer.html">Use</a></li> |
| <li><a href="package-tree.html">Tree</a></li> |
| <li><a href="../../../../../deprecated-list.html">Deprecated</a></li> |
| <li><a href="../../../../../index-all.html">Index</a></li> |
| <li><a href="../../../../../help-doc.html">Help</a></li> |
| </ul> |
| <div class="aboutLanguage">Ignite - In-Memory Data Fabric</div> |
| </div> |
| <div class="subNav"> |
| <ul class="navList"> |
| <li><a href="../../../../../org/apache/ignite/ml/clustering/ClusterizationModel.html" title="interface in org.apache.ignite.ml.clustering"><span class="typeNameLink">Prev Class</span></a></li> |
| <li><a href="../../../../../org/apache/ignite/ml/clustering/FuzzyCMeansLocalClusterer.html" title="class in org.apache.ignite.ml.clustering"><span class="typeNameLink">Next Class</span></a></li> |
| </ul> |
| <ul class="navList"> |
| <li><a href="../../../../../index.html?org/apache/ignite/ml/clustering/FuzzyCMeansDistributedClusterer.html" target="_top">Frames</a></li> |
| <li><a href="FuzzyCMeansDistributedClusterer.html" target="_top">No Frames</a></li> |
| </ul> |
| <ul class="navList" id="allclasses_navbar_bottom"> |
| <li><a href="../../../../../allclasses-noframe.html">All Classes</a></li> |
| </ul> |
| <div> |
| <script type="text/javascript"><!-- |
| allClassesLink = document.getElementById("allclasses_navbar_bottom"); |
| if(window==top) { |
| allClassesLink.style.display = "block"; |
| } |
| else { |
| allClassesLink.style.display = "none"; |
| } |
| //--> |
| </script> |
| </div> |
| <div> |
| <ul class="subNavList"> |
| <li>Summary: </li> |
| <li><a href="#nested.classes.inherited.from.class.org.apache.ignite.ml.clustering.BaseFuzzyCMeansClusterer">Nested</a> | </li> |
| <li><a href="#fields.inherited.from.class.org.apache.ignite.ml.clustering.BaseFuzzyCMeansClusterer">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>Field | </li> |
| <li><a href="#constructor.detail">Constr</a> | </li> |
| <li><a href="#method.detail">Method</a></li> |
| </ul> |
| </div> |
| <a name="skip.navbar.bottom"> |
| <!-- --> |
| </a></div> |
| <!-- ======== END OF BOTTOM NAVBAR ======= --> |
| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2018 Copyright © Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Fabric</b> </td> <td>: ver. <strong>2.4.0</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: March 5 2018 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
| </body> |
| </html> |
