| <!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 (1.8.0_121) on Fri Apr 14 22:11:35 PDT 2017 --> |
| <meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> |
| <title>ClusterClassifier (Mahout Map-Reduce 0.13.0 API)</title> |
| <meta name="date" content="2017-04-14"> |
| <link rel="stylesheet" type="text/css" href="../../../../../stylesheet.css" title="Style"> |
| <script type="text/javascript" src="../../../../../script.js"></script> |
| </head> |
| <body> |
| <script type="text/javascript"><!-- |
| try { |
| if (location.href.indexOf('is-external=true') == -1) { |
| parent.document.title="ClusterClassifier (Mahout Map-Reduce 0.13.0 API)"; |
| } |
| } |
| catch(err) { |
| } |
| //--> |
| var methods = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10,"i8":9,"i9":10,"i10":10,"i11":10,"i12":10,"i13":10,"i14":9,"i15":10}; |
| var tabs = {65535:["t0","All Methods"],1:["t1","Static 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/ClusterClassifier.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> |
| <div class="subNav"> |
| <ul class="navList"> |
| <li><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassificationMapper.html" title="class in org.apache.mahout.clustering.classify"><span class="typeNameLink">Prev Class</span></a></li> |
| <li><a href="../../../../../org/apache/mahout/clustering/classify/WeightedPropertyVectorWritable.html" title="class in org.apache.mahout.clustering.classify"><span class="typeNameLink">Next Class</span></a></li> |
| </ul> |
| <ul class="navList"> |
| <li><a href="../../../../../index.html?org/apache/mahout/clustering/classify/ClusterClassifier.html" target="_top">Frames</a></li> |
| <li><a href="ClusterClassifier.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="#fields.inherited.from.class.org.apache.mahout.classifier.AbstractVectorClassifier">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.mahout.clustering.classify</div> |
| <h2 title="Class ClusterClassifier" class="title">Class ClusterClassifier</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><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">org.apache.mahout.classifier.AbstractVectorClassifier</a></li> |
| <li> |
| <ul class="inheritance"> |
| <li>org.apache.mahout.clustering.classify.ClusterClassifier</li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| <div class="description"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <dl> |
| <dt>All Implemented Interfaces:</dt> |
| <dd><a href="http://docs.oracle.com/javase/7/docs/api/java/io/Closeable.html?is-external=true" title="class or interface in java.io">Closeable</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>, org.apache.hadoop.io.Writable, <a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html" title="interface in org.apache.mahout.classifier">OnlineLearner</a></dd> |
| </dl> |
| <hr> |
| <br> |
| <pre>public class <span class="typeNameLabel">ClusterClassifier</span> |
| extends <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> |
| implements <a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html" title="interface in org.apache.mahout.classifier">OnlineLearner</a>, org.apache.hadoop.io.Writable</pre> |
| <div class="block">This classifier works with any ClusteringPolicy and its associated Clusters. |
| It is initialized with a policy and a list of compatible clusters and |
| thereafter it can classify any new Vector into one or more of the clusters |
| based upon the pdf() function which each cluster supports. |
| <p/> |
| In addition, it is an OnlineLearner and can be trained. Training amounts to |
| asking the actual model to observe the vector and closing the classifier |
| causes all the models to computeParameters. |
| <p/> |
| Because a ClusterClassifier implements Writable, it can be written-to and |
| read-from a sequence file as a single entity. For sequential and MapReduce |
| clustering in conjunction with a ClusterIterator; however, it utilizes an |
| exploded file format. In this format, the iterator writes the policy to a |
| single POLICY_FILE_NAME file in the clustersOut directory and the models are |
| written to one or more part-n files so that multiple reducers may employed to |
| produce them.</div> |
| </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> |
| <ul class="blockList"> |
| <li class="blockList"><a name="fields.inherited.from.class.org.apache.mahout.classifier.AbstractVectorClassifier"> |
| <!-- --> |
| </a> |
| <h3>Fields inherited from class org.apache.mahout.classifier.<a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a></h3> |
| <code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#MIN_LOG_LIKELIHOOD">MIN_LOG_LIKELIHOOD</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="colFirst" scope="col">Modifier</th> |
| <th class="colLast" scope="col">Constructor and Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code> </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#ClusterClassifier--">ClusterClassifier</a></span>()</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#ClusterClassifier-org.apache.mahout.clustering.iterator.ClusteringPolicy-">ClusterClassifier</a></span>(<a href="../../../../../org/apache/mahout/clustering/iterator/ClusteringPolicy.html" title="interface in org.apache.mahout.clustering.iterator">ClusteringPolicy</a> policy)</code> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code> </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#ClusterClassifier-java.util.List-org.apache.mahout.clustering.iterator.ClusteringPolicy-">ClusterClassifier</a></span>(<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><<a href="../../../../../org/apache/mahout/clustering/Cluster.html" title="interface in org.apache.mahout.clustering">Cluster</a>> models, |
| <a href="../../../../../org/apache/mahout/clustering/iterator/ClusteringPolicy.html" title="interface in org.apache.mahout.clustering.iterator">ClusteringPolicy</a> policy)</code> |
| <div class="block">The public constructor accepts a list of clusters to become the models</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="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></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="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#classify-org.apache.mahout.math.Vector-">classify</a></span>(<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance)</code> |
| <div class="block">Compute and return a vector containing <code>n-1</code> scores, where |
| <code>n</code> is equal to <code>numCategories()</code>, given an input |
| vector <code>instance</code>.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#classifyScalar-org.apache.mahout.math.Vector-">classifyScalar</a></span>(<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance)</code> |
| <div class="block">Classifies a vector in the special case of a binary classifier where |
| <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classify-org.apache.mahout.math.Vector-"><code>AbstractVectorClassifier.classify(Vector)</code></a> would return a vector with only one element.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#close--">close</a></span>()</code> |
| <div class="block">Prepares the classifier for classification and deallocates any temporary data structures.</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code><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><<a href="../../../../../org/apache/mahout/clustering/Cluster.html" title="interface in org.apache.mahout.clustering">Cluster</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#getModels--">getModels</a></span>()</code> </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../org/apache/mahout/clustering/iterator/ClusteringPolicy.html" title="interface in org.apache.mahout.clustering.iterator">ClusteringPolicy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#getPolicy--">getPolicy</a></span>()</code> </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#numCategories--">numCategories</a></span>()</code> |
| <div class="block">Returns the number of categories that a target variable can be assigned to.</div> |
| </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#readFields-java.io.DataInput-">readFields</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataInput.html?is-external=true" title="class or interface in java.io">DataInput</a> in)</code> </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#readFromSeqFiles-org.apache.hadoop.conf.Configuration-org.apache.hadoop.fs.Path-">readFromSeqFiles</a></span>(org.apache.hadoop.conf.Configuration conf, |
| org.apache.hadoop.fs.Path path)</code> </td> |
| </tr> |
| <tr id="i8" class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../org/apache/mahout/clustering/iterator/ClusteringPolicy.html" title="interface in org.apache.mahout.clustering.iterator">ClusteringPolicy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#readPolicy-org.apache.hadoop.fs.Path-">readPolicy</a></span>(org.apache.hadoop.fs.Path path)</code> </td> |
| </tr> |
| <tr id="i9" class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#train-int-org.apache.mahout.math.Vector-">train</a></span>(int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance)</code> |
| <div class="block">Updates the model using a particular target variable value and a feature vector.</div> |
| </td> |
| </tr> |
| <tr id="i10" class="altColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#train-int-org.apache.mahout.math.Vector-double-">train</a></span>(int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> data, |
| double weight)</code> |
| <div class="block">Train the models given an additional weight.</div> |
| </td> |
| </tr> |
| <tr id="i11" class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#train-long-int-org.apache.mahout.math.Vector-">train</a></span>(long trackingKey, |
| int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance)</code> |
| <div class="block">Updates the model using a particular target variable value and a feature vector.</div> |
| </td> |
| </tr> |
| <tr id="i12" class="altColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#train-long-java.lang.String-int-org.apache.mahout.math.Vector-">train</a></span>(long trackingKey, |
| <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> groupKey, |
| int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance)</code> |
| <div class="block">Updates the model using a particular target variable value and a feature vector.</div> |
| </td> |
| </tr> |
| <tr id="i13" class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#write-java.io.DataOutput-">write</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataOutput.html?is-external=true" title="class or interface in java.io">DataOutput</a> out)</code> </td> |
| </tr> |
| <tr id="i14" class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#writePolicy-org.apache.mahout.clustering.iterator.ClusteringPolicy-org.apache.hadoop.fs.Path-">writePolicy</a></span>(<a href="../../../../../org/apache/mahout/clustering/iterator/ClusteringPolicy.html" title="interface in org.apache.mahout.clustering.iterator">ClusteringPolicy</a> policy, |
| org.apache.hadoop.fs.Path path)</code> </td> |
| </tr> |
| <tr id="i15" class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html#writeToSeqFiles-org.apache.hadoop.fs.Path-">writeToSeqFiles</a></span>(org.apache.hadoop.fs.Path path)</code> </td> |
| </tr> |
| </table> |
| <ul class="blockList"> |
| <li class="blockList"><a name="methods.inherited.from.class.org.apache.mahout.classifier.AbstractVectorClassifier"> |
| <!-- --> |
| </a> |
| <h3>Methods inherited from class org.apache.mahout.classifier.<a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a></h3> |
| <code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classify-org.apache.mahout.math.Matrix-">classify</a>, <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classifyFull-org.apache.mahout.math.Matrix-">classifyFull</a>, <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classifyFull-org.apache.mahout.math.Vector-">classifyFull</a>, <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classifyFull-org.apache.mahout.math.Vector-org.apache.mahout.math.Vector-">classifyFull</a>, <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classifyNoLink-org.apache.mahout.math.Vector-">classifyNoLink</a>, <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classifyScalar-org.apache.mahout.math.Matrix-">classifyScalar</a>, <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#logLikelihood-int-org.apache.mahout.math.Vector-">logLikelihood</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/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#clone--" title="class or interface in java.lang">clone</a>, <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#finalize--" title="class or interface in java.lang">finalize</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/java/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-int-" title="class or interface in java.lang">wait</a></code></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </div> |
| <div class="details"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <!-- ========= CONSTRUCTOR DETAIL ======== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="constructor.detail"> |
| <!-- --> |
| </a> |
| <h3>Constructor Detail</h3> |
| <a name="ClusterClassifier-java.util.List-org.apache.mahout.clustering.iterator.ClusteringPolicy-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>ClusterClassifier</h4> |
| <pre>public ClusterClassifier(<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><<a href="../../../../../org/apache/mahout/clustering/Cluster.html" title="interface in org.apache.mahout.clustering">Cluster</a>> models, |
| <a href="../../../../../org/apache/mahout/clustering/iterator/ClusteringPolicy.html" title="interface in org.apache.mahout.clustering.iterator">ClusteringPolicy</a> policy)</pre> |
| <div class="block">The public constructor accepts a list of clusters to become the models</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>models</code> - a List<Cluster></dd> |
| <dd><code>policy</code> - a ClusteringPolicy</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="ClusterClassifier--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>ClusterClassifier</h4> |
| <pre>public ClusterClassifier()</pre> |
| </li> |
| </ul> |
| <a name="ClusterClassifier-org.apache.mahout.clustering.iterator.ClusteringPolicy-"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>ClusterClassifier</h4> |
| <pre>protected ClusterClassifier(<a href="../../../../../org/apache/mahout/clustering/iterator/ClusteringPolicy.html" title="interface in org.apache.mahout.clustering.iterator">ClusteringPolicy</a> policy)</pre> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| <!-- ============ METHOD DETAIL ========== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="method.detail"> |
| <!-- --> |
| </a> |
| <h3>Method Detail</h3> |
| <a name="classify-org.apache.mahout.math.Vector-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>classify</h4> |
| <pre>public <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> classify(<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from class: <code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classify-org.apache.mahout.math.Vector-">AbstractVectorClassifier</a></code></span></div> |
| <div class="block">Compute and return a vector containing <code>n-1</code> scores, where |
| <code>n</code> is equal to <code>numCategories()</code>, given an input |
| vector <code>instance</code>. Higher scores indicate that the input vector |
| is more likely to belong to that category. The categories are denoted by |
| the integers <code>0</code> through <code>n-1</code> (inclusive), and the |
| scores in the returned vector correspond to categories 1 through |
| <code>n-1</code> (leaving out category 0). It is assumed that the score for |
| category 0 is one minus the sum of the scores in the returned vector.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classify-org.apache.mahout.math.Vector-">classify</a></code> in class <code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>instance</code> - A feature vector to be classified.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>A vector of probabilities in 1 of <code>n-1</code> encoding.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="classifyScalar-org.apache.mahout.math.Vector-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>classifyScalar</h4> |
| <pre>public double classifyScalar(<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from class: <code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classifyScalar-org.apache.mahout.math.Vector-">AbstractVectorClassifier</a></code></span></div> |
| <div class="block">Classifies a vector in the special case of a binary classifier where |
| <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classify-org.apache.mahout.math.Vector-"><code>AbstractVectorClassifier.classify(Vector)</code></a> would return a vector with only one element. As |
| such, using this method can avoid the allocation of a vector.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classifyScalar-org.apache.mahout.math.Vector-">classifyScalar</a></code> in class <code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>instance</code> - The feature vector to be classified.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>The score for category 1.</dd> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#classify-org.apache.mahout.math.Vector-"><code>AbstractVectorClassifier.classify(Vector)</code></a></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="numCategories--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>numCategories</h4> |
| <pre>public int numCategories()</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from class: <code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#numCategories--">AbstractVectorClassifier</a></code></span></div> |
| <div class="block">Returns the number of categories that a target variable can be assigned to. |
| A vector classifier will encode it's output as an integer from |
| <code>0</code> to <code>numCategories()-1</code> (inclusive).</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html#numCategories--">numCategories</a></code> in class <code><a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a></code></dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>The number of categories.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="write-java.io.DataOutput-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>write</h4> |
| <pre>public void write(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataOutput.html?is-external=true" title="class or interface in java.io">DataOutput</a> out) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code>write</code> in interface <code>org.apache.hadoop.io.Writable</code></dd> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="readFields-java.io.DataInput-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>readFields</h4> |
| <pre>public void readFields(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataInput.html?is-external=true" title="class or interface in java.io">DataInput</a> in) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code>readFields</code> in interface <code>org.apache.hadoop.io.Writable</code></dd> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="train-int-org.apache.mahout.math.Vector-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>train</h4> |
| <pre>public void train(int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html#train-int-org.apache.mahout.math.Vector-">OnlineLearner</a></code></span></div> |
| <div class="block">Updates the model using a particular target variable value and a feature vector. |
| <p/> |
| There may an assumption that if multiple passes through the training data are necessary, then |
| the training examples will be presented in the same order. This is because the order of |
| training examples may be used to assign records to different data splits for evaluation by |
| cross-validation. Without the order invariance, records might be assigned to training and test |
| splits and error estimates could be seriously affected. |
| <p/> |
| If re-ordering is necessary, then using the alternative API which allows a tracking key to be |
| added to the training example can be used.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html#train-int-org.apache.mahout.math.Vector-">train</a></code> in interface <code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html" title="interface in org.apache.mahout.classifier">OnlineLearner</a></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>actual</code> - The value of the target variable. This value should be in the half-open |
| interval [0..n) where n is the number of target categories.</dd> |
| <dd><code>instance</code> - The feature vector for this example.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="train-int-org.apache.mahout.math.Vector-double-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>train</h4> |
| <pre>public void train(int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> data, |
| double weight)</pre> |
| <div class="block">Train the models given an additional weight. Unique to ClusterClassifier</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>actual</code> - the int index of a model</dd> |
| <dd><code>data</code> - a data Vector</dd> |
| <dd><code>weight</code> - a double weighting factor</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="train-long-java.lang.String-int-org.apache.mahout.math.Vector-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>train</h4> |
| <pre>public void train(long trackingKey, |
| <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> groupKey, |
| int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html#train-long-java.lang.String-int-org.apache.mahout.math.Vector-">OnlineLearner</a></code></span></div> |
| <div class="block">Updates the model using a particular target variable value and a feature vector. |
| <p/> |
| There may an assumption that if multiple passes through the training data are necessary that |
| the tracking key for a record will be the same for each pass and that there will be a |
| relatively large number of distinct tracking keys and that the low-order bits of the tracking |
| keys will not correlate with any of the input variables. This tracking key is used to assign |
| training examples to different test/training splits. |
| <p/> |
| Examples of useful tracking keys include id-numbers for the training records derived from |
| a database id for the base table from the which the record is derived, or the offset of |
| the original data record in a data file.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html#train-long-java.lang.String-int-org.apache.mahout.math.Vector-">train</a></code> in interface <code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html" title="interface in org.apache.mahout.classifier">OnlineLearner</a></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>trackingKey</code> - The tracking key for this training example.</dd> |
| <dd><code>groupKey</code> - An optional value that allows examples to be grouped in the computation of |
| the update to the model.</dd> |
| <dd><code>actual</code> - The value of the target variable. This value should be in the half-open |
| interval [0..n) where n is the number of target categories.</dd> |
| <dd><code>instance</code> - The feature vector for this example.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="train-long-int-org.apache.mahout.math.Vector-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>train</h4> |
| <pre>public void train(long trackingKey, |
| int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html#train-long-int-org.apache.mahout.math.Vector-">OnlineLearner</a></code></span></div> |
| <div class="block">Updates the model using a particular target variable value and a feature vector. |
| <p/> |
| There may an assumption that if multiple passes through the training data are necessary that |
| the tracking key for a record will be the same for each pass and that there will be a |
| relatively large number of distinct tracking keys and that the low-order bits of the tracking |
| keys will not correlate with any of the input variables. This tracking key is used to assign |
| training examples to different test/training splits. |
| <p/> |
| Examples of useful tracking keys include id-numbers for the training records derived from |
| a database id for the base table from the which the record is derived, or the offset of |
| the original data record in a data file.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html#train-long-int-org.apache.mahout.math.Vector-">train</a></code> in interface <code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html" title="interface in org.apache.mahout.classifier">OnlineLearner</a></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>trackingKey</code> - The tracking key for this training example.</dd> |
| <dd><code>actual</code> - The value of the target variable. This value should be in the half-open |
| interval [0..n) where n is the number of target categories.</dd> |
| <dd><code>instance</code> - The feature vector for this example.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="close--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>close</h4> |
| <pre>public void close()</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html#close--">OnlineLearner</a></code></span></div> |
| <div class="block">Prepares the classifier for classification and deallocates any temporary data structures. |
| |
| An online classifier should be able to accept more training after being closed, but |
| closing the classifier may make classification more efficient.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/Closeable.html?is-external=true#close--" title="class or interface in java.io">close</a></code> in interface <code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/Closeable.html?is-external=true" title="class or interface in java.io">Closeable</a></code></dd> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/AutoCloseable.html?is-external=true#close--" title="class or interface in java.lang">close</a></code> in interface <code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a></code></dd> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html#close--">close</a></code> in interface <code><a href="../../../../../org/apache/mahout/classifier/OnlineLearner.html" title="interface in org.apache.mahout.classifier">OnlineLearner</a></code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getModels--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getModels</h4> |
| <pre>public <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><<a href="../../../../../org/apache/mahout/clustering/Cluster.html" title="interface in org.apache.mahout.clustering">Cluster</a>> getModels()</pre> |
| </li> |
| </ul> |
| <a name="getPolicy--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getPolicy</h4> |
| <pre>public <a href="../../../../../org/apache/mahout/clustering/iterator/ClusteringPolicy.html" title="interface in org.apache.mahout.clustering.iterator">ClusteringPolicy</a> getPolicy()</pre> |
| </li> |
| </ul> |
| <a name="writeToSeqFiles-org.apache.hadoop.fs.Path-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>writeToSeqFiles</h4> |
| <pre>public void writeToSeqFiles(org.apache.hadoop.fs.Path path) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></pre> |
| <dl> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="readFromSeqFiles-org.apache.hadoop.conf.Configuration-org.apache.hadoop.fs.Path-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>readFromSeqFiles</h4> |
| <pre>public void readFromSeqFiles(org.apache.hadoop.conf.Configuration conf, |
| org.apache.hadoop.fs.Path path) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></pre> |
| <dl> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="readPolicy-org.apache.hadoop.fs.Path-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>readPolicy</h4> |
| <pre>public static <a href="../../../../../org/apache/mahout/clustering/iterator/ClusteringPolicy.html" title="interface in org.apache.mahout.clustering.iterator">ClusteringPolicy</a> readPolicy(org.apache.hadoop.fs.Path path) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></pre> |
| <dl> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="writePolicy-org.apache.mahout.clustering.iterator.ClusteringPolicy-org.apache.hadoop.fs.Path-"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>writePolicy</h4> |
| <pre>public static void writePolicy(<a href="../../../../../org/apache/mahout/clustering/iterator/ClusteringPolicy.html" title="interface in org.apache.mahout.clustering.iterator">ClusteringPolicy</a> policy, |
| org.apache.hadoop.fs.Path path) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></pre> |
| <dl> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></code></dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </div> |
| </div> |
| <!-- ========= END OF CLASS DATA ========= --> |
| <!-- ======= START OF BOTTOM NAVBAR ====== --> |
| <div class="bottomNav"><a name="navbar.bottom"> |
| <!-- --> |
| </a> |
| <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/ClusterClassifier.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> |
| <div class="subNav"> |
| <ul class="navList"> |
| <li><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassificationMapper.html" title="class in org.apache.mahout.clustering.classify"><span class="typeNameLink">Prev Class</span></a></li> |
| <li><a href="../../../../../org/apache/mahout/clustering/classify/WeightedPropertyVectorWritable.html" title="class in org.apache.mahout.clustering.classify"><span class="typeNameLink">Next Class</span></a></li> |
| </ul> |
| <ul class="navList"> |
| <li><a href="../../../../../index.html?org/apache/mahout/clustering/classify/ClusterClassifier.html" target="_top">Frames</a></li> |
| <li><a href="ClusterClassifier.html" target="_top">No Frames</a></li> |
| </ul> |
| <ul class="navList" id="allclasses_navbar_bottom"> |
| <li><a href="../../../../../allclasses-noframe.html">All Classes</a></li> |
| </ul> |
| <div> |
| <script type="text/javascript"><!-- |
| allClassesLink = document.getElementById("allclasses_navbar_bottom"); |
| if(window==top) { |
| allClassesLink.style.display = "block"; |
| } |
| else { |
| allClassesLink.style.display = "none"; |
| } |
| //--> |
| </script> |
| </div> |
| <div> |
| <ul class="subNavList"> |
| <li>Summary: </li> |
| <li>Nested | </li> |
| <li><a href="#fields.inherited.from.class.org.apache.mahout.classifier.AbstractVectorClassifier">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>Copyright © 2008–2017 <a href="http://www.apache.org/">The Apache Software Foundation</a>. All rights reserved.</small></p> |
| </body> |
| </html> |