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| <h2 title="Interface Cluster" class="title">Interface Cluster</h2> |
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| <dt>All Superinterfaces:</dt> |
| <dd><a href="../../../../org/apache/mahout/clustering/Model.html" title="interface in org.apache.mahout.clustering">Model</a><<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/VectorWritable.html?is-external=true" title="class or interface in org.apache.mahout.math">VectorWritable</a>>, <a href="../../../../org/apache/mahout/common/parameters/Parametered.html" title="interface in org.apache.mahout.common.parameters">Parametered</a>, org.apache.hadoop.io.Writable</dd> |
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| <dt>All Known Implementing Classes:</dt> |
| <dd><a href="../../../../org/apache/mahout/clustering/AbstractCluster.html" title="class in org.apache.mahout.clustering">AbstractCluster</a>, <a href="../../../../org/apache/mahout/clustering/canopy/Canopy.html" title="class in org.apache.mahout.clustering.canopy">Canopy</a>, <a href="../../../../org/apache/mahout/clustering/iterator/DistanceMeasureCluster.html" title="class in org.apache.mahout.clustering.iterator">DistanceMeasureCluster</a>, <a href="../../../../org/apache/mahout/clustering/kmeans/Kluster.html" title="class in org.apache.mahout.clustering.kmeans">Kluster</a>, <a href="../../../../org/apache/mahout/clustering/fuzzykmeans/SoftCluster.html" title="class in org.apache.mahout.clustering.fuzzykmeans">SoftCluster</a></dd> |
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| <pre>public interface <span class="typeNameLabel">Cluster</span> |
| extends <a href="../../../../org/apache/mahout/clustering/Model.html" title="interface in org.apache.mahout.clustering">Model</a><<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/VectorWritable.html?is-external=true" title="class or interface in org.apache.mahout.math">VectorWritable</a>>, <a href="../../../../org/apache/mahout/common/parameters/Parametered.html" title="interface in org.apache.mahout.common.parameters">Parametered</a></pre> |
| <div class="block">Implementations of this interface have a printable representation and certain |
| attributes that are common across all clustering implementations</div> |
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| <code><a href="../../../../org/apache/mahout/common/parameters/Parametered.ParameteredGeneralizations.html" title="class in org.apache.mahout.common.parameters">Parametered.ParameteredGeneralizations</a></code></li> |
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| <th class="colFirst" scope="col">Modifier and Type</th> |
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| <td class="colFirst"><code>static <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></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/mahout/clustering/Cluster.html#CLUSTERS_DIR">CLUSTERS_DIR</a></span></code> </td> |
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| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/mahout/clustering/Cluster.html#FINAL_ITERATION_SUFFIX">FINAL_ITERATION_SUFFIX</a></span></code> </td> |
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| <tr class="altColor"> |
| <td class="colFirst"><code>static <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></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/mahout/clustering/Cluster.html#INITIAL_CLUSTERS_DIR">INITIAL_CLUSTERS_DIR</a></span></code> </td> |
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| <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://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/mahout/clustering/Cluster.html#asFormatString-java.lang.String:A-">asFormatString</a></span>(<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>[] bindings)</code> |
| <div class="block">Produce a custom, human-friendly, printable representation of the Cluster.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<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>,<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>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/mahout/clustering/Cluster.html#asJson-java.lang.String:A-">asJson</a></span>(<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>[] bindings)</code> |
| <div class="block">Produce a JSON representation of the Cluster.</div> |
| </td> |
| </tr> |
| <tr id="i2" 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/Cluster.html#getCenter--">getCenter</a></span>()</code> |
| <div class="block">Get the "center" of the Cluster as a Vector</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/mahout/clustering/Cluster.html#getId--">getId</a></span>()</code> |
| <div class="block">Get the id of the Cluster</div> |
| </td> |
| </tr> |
| <tr id="i4" 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/Cluster.html#getRadius--">getRadius</a></span>()</code> |
| <div class="block">Get the "radius" of the Cluster as a Vector.</div> |
| </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>boolean</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/mahout/clustering/Cluster.html#isConverged--">isConverged</a></span>()</code> </td> |
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| </a> |
| <h3>Methods inherited from interface org.apache.mahout.clustering.<a href="../../../../org/apache/mahout/clustering/Model.html" title="interface in org.apache.mahout.clustering">Model</a></h3> |
| <code><a href="../../../../org/apache/mahout/clustering/Model.html#computeParameters--">computeParameters</a>, <a href="../../../../org/apache/mahout/clustering/Model.html#getNumObservations--">getNumObservations</a>, <a href="../../../../org/apache/mahout/clustering/Model.html#getTotalObservations--">getTotalObservations</a>, <a href="../../../../org/apache/mahout/clustering/Model.html#observe-org.apache.mahout.clustering.Model-">observe</a>, <a href="../../../../org/apache/mahout/clustering/Model.html#observe-O-">observe</a>, <a href="../../../../org/apache/mahout/clustering/Model.html#observe-O-double-">observe</a>, <a href="../../../../org/apache/mahout/clustering/Model.html#pdf-O-">pdf</a>, <a href="../../../../org/apache/mahout/clustering/Model.html#sampleFromPosterior--">sampleFromPosterior</a></code></li> |
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| <h3>Methods inherited from interface org.apache.hadoop.io.Writable</h3> |
| <code>readFields, write</code></li> |
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| <h3>Methods inherited from interface org.apache.mahout.common.parameters.<a href="../../../../org/apache/mahout/common/parameters/Parametered.html" title="interface in org.apache.mahout.common.parameters">Parametered</a></h3> |
| <code><a href="../../../../org/apache/mahout/common/parameters/Parametered.html#configure-org.apache.hadoop.conf.Configuration-">configure</a>, <a href="../../../../org/apache/mahout/common/parameters/Parametered.html#createParameters-java.lang.String-org.apache.hadoop.conf.Configuration-">createParameters</a>, <a href="../../../../org/apache/mahout/common/parameters/Parametered.html#getParameters--">getParameters</a></code></li> |
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| <div class="details"> |
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| <li class="blockList"> |
| <!-- ============ FIELD DETAIL =========== --> |
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| <h3>Field Detail</h3> |
| <a name="INITIAL_CLUSTERS_DIR"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>INITIAL_CLUSTERS_DIR</h4> |
| <pre>static final <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> INITIAL_CLUSTERS_DIR</pre> |
| <dl> |
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| <dd><a href="../../../../constant-values.html#org.apache.mahout.clustering.Cluster.INITIAL_CLUSTERS_DIR">Constant Field Values</a></dd> |
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| <a name="CLUSTERS_DIR"> |
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| <ul class="blockList"> |
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| <h4>CLUSTERS_DIR</h4> |
| <pre>static final <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> CLUSTERS_DIR</pre> |
| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../constant-values.html#org.apache.mahout.clustering.Cluster.CLUSTERS_DIR">Constant Field Values</a></dd> |
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| <ul class="blockListLast"> |
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| <h4>FINAL_ITERATION_SUFFIX</h4> |
| <pre>static final <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> FINAL_ITERATION_SUFFIX</pre> |
| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../constant-values.html#org.apache.mahout.clustering.Cluster.FINAL_ITERATION_SUFFIX">Constant Field Values</a></dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
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| <!-- ============ METHOD DETAIL ========== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="method.detail"> |
| <!-- --> |
| </a> |
| <h3>Method Detail</h3> |
| <a name="getId--"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getId</h4> |
| <pre>int getId()</pre> |
| <div class="block">Get the id of the Cluster</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>a unique integer</dd> |
| </dl> |
| </li> |
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| <a name="getCenter--"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getCenter</h4> |
| <pre><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> getCenter()</pre> |
| <div class="block">Get the "center" of the Cluster as a Vector</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>a Vector</dd> |
| </dl> |
| </li> |
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| <a name="getRadius--"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getRadius</h4> |
| <pre><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> getRadius()</pre> |
| <div class="block">Get the "radius" of the Cluster as a Vector. Usually the radius is the |
| standard deviation expressed as a Vector of size equal to the center. Some |
| clusters may return zero values if not appropriate.</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>aVector</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="asFormatString-java.lang.String:A-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>asFormatString</h4> |
| <pre><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> asFormatString(<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>[] bindings)</pre> |
| <div class="block">Produce a custom, human-friendly, printable representation of the Cluster.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>bindings</code> - an optional String[] containing labels used to format the primary |
| Vector/s of this implementation.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>a String</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="asJson-java.lang.String:A-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>asJson</h4> |
| <pre><a href="http://docs.oracle.com/javase/7/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<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>,<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>> asJson(<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>[] bindings)</pre> |
| <div class="block">Produce a JSON representation of the Cluster.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>bindings</code> - an optional String[] containing labels used to format the primary |
| Vector/s of this implementation.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>a Map</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="isConverged--"> |
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| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>isConverged</h4> |
| <pre>boolean isConverged()</pre> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>if the receiver has converged, or false if that has no meaning for |
| the implementation</dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
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