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| <div class="subTitle">org.apache.mahout.clustering.syntheticcontrol.kmeans</div> |
| <h2 title="Class Job" class="title">Class Job</h2> |
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| <ul class="inheritance"> |
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| <ul class="inheritance"> |
| <li>org.apache.hadoop.conf.Configured</li> |
| <li> |
| <ul class="inheritance"> |
| <li><a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true" title="class or interface in org.apache.mahout.common">org.apache.mahout.common.AbstractJob</a></li> |
| <li> |
| <ul class="inheritance"> |
| <li>org.apache.mahout.clustering.syntheticcontrol.kmeans.Job</li> |
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| <dd>org.apache.hadoop.conf.Configurable, org.apache.hadoop.util.Tool</dd> |
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| <pre>public final class <span class="typeNameLabel">Job</span> |
| extends <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true" title="class or interface in org.apache.mahout.common">AbstractJob</a></pre> |
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| <li class="blockList"><a name="fields.inherited.from.class.org.apache.mahout.common.AbstractJob"> |
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| <h3>Fields inherited from class org.apache.mahout.common.<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true" title="class or interface in org.apache.mahout.common">AbstractJob</a></h3> |
| <code><a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#argMap" title="class or interface in org.apache.mahout.common">argMap</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#inputFile" title="class or interface in org.apache.mahout.common">inputFile</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#inputPath" title="class or interface in org.apache.mahout.common">inputPath</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#outputFile" title="class or interface in org.apache.mahout.common">outputFile</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#outputPath" title="class or interface in org.apache.mahout.common">outputPath</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#tempPath" title="class or interface in org.apache.mahout.common">tempPath</a></code></li> |
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| <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>static void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/syntheticcontrol/kmeans/Job.html#main-java.lang.String:A-">main</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>[] args)</code> </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/syntheticcontrol/kmeans/Job.html#run-org.apache.hadoop.conf.Configuration-org.apache.hadoop.fs.Path-org.apache.hadoop.fs.Path-org.apache.mahout.common.distance.DistanceMeasure-double-double-double-int-">run</a></span>(org.apache.hadoop.conf.Configuration conf, |
| org.apache.hadoop.fs.Path input, |
| org.apache.hadoop.fs.Path output, |
| <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/common/distance/DistanceMeasure.html?is-external=true" title="class or interface in org.apache.mahout.common.distance">DistanceMeasure</a> measure, |
| double t1, |
| double t2, |
| double convergenceDelta, |
| int maxIterations)</code> |
| <div class="block">Run the kmeans clustering job on an input dataset using the given distance measure, t1, t2 and iteration |
| parameters.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/syntheticcontrol/kmeans/Job.html#run-org.apache.hadoop.conf.Configuration-org.apache.hadoop.fs.Path-org.apache.hadoop.fs.Path-org.apache.mahout.common.distance.DistanceMeasure-int-double-int-">run</a></span>(org.apache.hadoop.conf.Configuration conf, |
| org.apache.hadoop.fs.Path input, |
| org.apache.hadoop.fs.Path output, |
| <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/common/distance/DistanceMeasure.html?is-external=true" title="class or interface in org.apache.mahout.common.distance">DistanceMeasure</a> measure, |
| int k, |
| double convergenceDelta, |
| int maxIterations)</code> |
| <div class="block">Run the kmeans clustering job on an input dataset using the given the number of clusters k and iteration |
| parameters.</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/syntheticcontrol/kmeans/Job.html#run-java.lang.String:A-">run</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>[] args)</code> </td> |
| </tr> |
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| <ul class="blockList"> |
| <li class="blockList"><a name="methods.inherited.from.class.org.apache.mahout.common.AbstractJob"> |
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| </a> |
| <h3>Methods inherited from class org.apache.mahout.common.<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true" title="class or interface in org.apache.mahout.common">AbstractJob</a></h3> |
| <code><a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#addFlag-java.lang.String-java.lang.String-java.lang.String-" title="class or interface in org.apache.mahout.common">addFlag</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#addInputOption--" title="class or interface in org.apache.mahout.common">addInputOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#addOption-org.apache.commons.cli2.Option-" title="class or interface in org.apache.mahout.common">addOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#addOption-java.lang.String-java.lang.String-java.lang.String-" title="class or interface in org.apache.mahout.common">addOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#addOption-java.lang.String-java.lang.String-java.lang.String-boolean-" title="class or interface in org.apache.mahout.common">addOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#addOption-java.lang.String-java.lang.String-java.lang.String-java.lang.String-" title="class or interface in org.apache.mahout.common">addOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#addOutputOption--" title="class or interface in org.apache.mahout.common">addOutputOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#buildOption-java.lang.String-java.lang.String-java.lang.String-boolean-boolean-java.lang.String-" title="class or interface in org.apache.mahout.common">buildOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#buildOption-java.lang.String-java.lang.String-java.lang.String-boolean-int-int-boolean-java.lang.String-" title="class or interface in org.apache.mahout.common">buildOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#getAnalyzerClassFromOption--" title="class or interface in org.apache.mahout.common">getAnalyzerClassFromOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#getCLIOption-java.lang.String-" title="class or interface in org.apache.mahout.common">getCLIOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#getConf--" title="class or interface in org.apache.mahout.common">getConf</a>, <a 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href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#getOption-java.lang.String-" title="class or interface in org.apache.mahout.common">getOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#getOption-java.lang.String-java.lang.String-" title="class or interface in org.apache.mahout.common">getOption</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#getOptions-java.lang.String-" title="class or interface in org.apache.mahout.common">getOptions</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#getOutputFile--" title="class or interface in org.apache.mahout.common">getOutputFile</a>, <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/common/AbstractJob.html?is-external=true#getOutputPath--" title="class 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| <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> |
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| <h4>main</h4> |
| <pre>public static void main(<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>[] args) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true" title="class or interface in java.lang">Exception</a></pre> |
| <dl> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true" title="class or interface in java.lang">Exception</a></code></dd> |
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| <h4>run</h4> |
| <pre>public int run(<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>[] args) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true" title="class or interface in java.lang">Exception</a></pre> |
| <dl> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true" title="class or interface in java.lang">Exception</a></code></dd> |
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| <a name="run-org.apache.hadoop.conf.Configuration-org.apache.hadoop.fs.Path-org.apache.hadoop.fs.Path-org.apache.mahout.common.distance.DistanceMeasure-int-double-int-"> |
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| <h4>run</h4> |
| <pre>public static void run(org.apache.hadoop.conf.Configuration conf, |
| org.apache.hadoop.fs.Path input, |
| org.apache.hadoop.fs.Path output, |
| <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/common/distance/DistanceMeasure.html?is-external=true" title="class or interface in org.apache.mahout.common.distance">DistanceMeasure</a> measure, |
| int k, |
| double convergenceDelta, |
| int maxIterations) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true" title="class or interface in java.lang">Exception</a></pre> |
| <div class="block">Run the kmeans clustering job on an input dataset using the given the number of clusters k and iteration |
| parameters. All output data will be written to the output directory, which will be initially deleted if it exists. |
| The clustered points will reside in the path <output>/clustered-points. By default, the job expects a file |
| containing equal length space delimited data that resides in a directory named "testdata", and writes output to a |
| directory named "output".</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>conf</code> - the Configuration to use</dd> |
| <dd><code>input</code> - the String denoting the input directory path</dd> |
| <dd><code>output</code> - the String denoting the output directory path</dd> |
| <dd><code>measure</code> - the DistanceMeasure to use</dd> |
| <dd><code>k</code> - the number of clusters in Kmeans</dd> |
| <dd><code>convergenceDelta</code> - the double convergence criteria for iterations</dd> |
| <dd><code>maxIterations</code> - the int maximum number of iterations</dd> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true" title="class or interface in java.lang">Exception</a></code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="run-org.apache.hadoop.conf.Configuration-org.apache.hadoop.fs.Path-org.apache.hadoop.fs.Path-org.apache.mahout.common.distance.DistanceMeasure-double-double-double-int-"> |
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| <h4>run</h4> |
| <pre>public static void run(org.apache.hadoop.conf.Configuration conf, |
| org.apache.hadoop.fs.Path input, |
| org.apache.hadoop.fs.Path output, |
| <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/common/distance/DistanceMeasure.html?is-external=true" title="class or interface in org.apache.mahout.common.distance">DistanceMeasure</a> measure, |
| double t1, |
| double t2, |
| double convergenceDelta, |
| int maxIterations) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true" title="class or interface in java.lang">Exception</a></pre> |
| <div class="block">Run the kmeans clustering job on an input dataset using the given distance measure, t1, t2 and iteration |
| parameters. All output data will be written to the output directory, which will be initially deleted if it exists. |
| The clustered points will reside in the path <output>/clustered-points. By default, the job expects the a file |
| containing synthetic_control.data as obtained from |
| http://archive.ics.uci.edu/ml/datasets/Synthetic+Control+Chart+Time+Series resides in a directory named "testdata", |
| and writes output to a directory named "output".</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>conf</code> - the Configuration to use</dd> |
| <dd><code>input</code> - the String denoting the input directory path</dd> |
| <dd><code>output</code> - the String denoting the output directory path</dd> |
| <dd><code>measure</code> - the DistanceMeasure to use</dd> |
| <dd><code>t1</code> - the canopy T1 threshold</dd> |
| <dd><code>t2</code> - the canopy T2 threshold</dd> |
| <dd><code>convergenceDelta</code> - the double convergence criteria for iterations</dd> |
| <dd><code>maxIterations</code> - the int maximum number of iterations</dd> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true" title="class or interface in java.lang">Exception</a></code></dd> |
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