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| <h2 title="Uses of Class org.apache.mahout.math.neighborhood.UpdatableSearcher" class="title">Uses of Class<br>org.apache.mahout.math.neighborhood.UpdatableSearcher</h2> |
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| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation"> |
| <caption><span>Packages that use <a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Package</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.mahout.clustering.streaming.cluster">org.apache.mahout.clustering.streaming.cluster</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.mahout.clustering.streaming.mapreduce">org.apache.mahout.clustering.streaming.mapreduce</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.mahout.math.neighborhood">org.apache.mahout.math.neighborhood</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.mahout.clustering.streaming.cluster"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a> in <a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/package-summary.html">org.apache.mahout.clustering.streaming.cluster</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/package-summary.html">org.apache.mahout.clustering.streaming.cluster</a> that return <a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">StreamingKMeans.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/StreamingKMeans.html#cluster-org.apache.mahout.math.Centroid-">cluster</a></span>(<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Centroid.html?is-external=true" title="class or interface in org.apache.mahout.math">Centroid</a> datapoint)</code> |
| <div class="block">Cluster one data point.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">StreamingKMeans.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/StreamingKMeans.html#cluster-java.lang.Iterable-">cluster</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Iterable.html?is-external=true" title="class or interface in java.lang">Iterable</a><<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Centroid.html?is-external=true" title="class or interface in org.apache.mahout.math">Centroid</a>> datapoints)</code> |
| <div class="block">Cluster the data points in an Iterable<Centroid>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">BallKMeans.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/BallKMeans.html#cluster-java.util.List-">cluster</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><? extends <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/WeightedVector.html?is-external=true" title="class or interface in org.apache.mahout.math">WeightedVector</a>> datapoints)</code> |
| <div class="block">Clusters the datapoints in the list doing either random seeding of the centroids or k-means++.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">StreamingKMeans.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/StreamingKMeans.html#cluster-org.apache.mahout.math.Matrix-">cluster</a></span>(<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Matrix.html?is-external=true" title="class or interface in org.apache.mahout.math">Matrix</a> data)</code> |
| <div class="block">Cluster the rows of a matrix, treating them as Centroids with weight 1.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/package-summary.html">org.apache.mahout.clustering.streaming.cluster</a> with parameters of type <a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/BallKMeans.html#BallKMeans-org.apache.mahout.math.neighborhood.UpdatableSearcher-int-int-">BallKMeans</a></span>(<a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a> searcher, |
| int numClusters, |
| int maxNumIterations)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/BallKMeans.html#BallKMeans-org.apache.mahout.math.neighborhood.UpdatableSearcher-int-int-boolean-int-">BallKMeans</a></span>(<a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a> searcher, |
| int numClusters, |
| int maxNumIterations, |
| boolean kMeansPlusPlusInit, |
| int numRuns)</code> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/BallKMeans.html#BallKMeans-org.apache.mahout.math.neighborhood.UpdatableSearcher-int-int-double-boolean-boolean-double-int-">BallKMeans</a></span>(<a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a> searcher, |
| int numClusters, |
| int maxNumIterations, |
| double trimFraction, |
| boolean kMeansPlusPlusInit, |
| boolean correctWeights, |
| double testProbability, |
| int numRuns)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/StreamingKMeans.html#StreamingKMeans-org.apache.mahout.math.neighborhood.UpdatableSearcher-int-">StreamingKMeans</a></span>(<a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a> searcher, |
| int numClusters)</code> |
| <div class="block">Calls StreamingKMeans(searcher, numClusters, 1.3, 10, 2).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/StreamingKMeans.html#StreamingKMeans-org.apache.mahout.math.neighborhood.UpdatableSearcher-int-double-">StreamingKMeans</a></span>(<a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a> searcher, |
| int numClusters, |
| double distanceCutoff)</code> |
| <div class="block">Calls StreamingKMeans(searcher, numClusters, distanceCutoff, 1.3, 10, 2).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/cluster/StreamingKMeans.html#StreamingKMeans-org.apache.mahout.math.neighborhood.UpdatableSearcher-int-double-double-double-double-">StreamingKMeans</a></span>(<a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a> searcher, |
| int numClusters, |
| double distanceCutoff, |
| double beta, |
| double clusterLogFactor, |
| double clusterOvershoot)</code> |
| <div class="block">Creates a new StreamingKMeans class given a searcher and the number of clusters to generate.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.mahout.clustering.streaming.mapreduce"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a> in <a href="../../../../../../org/apache/mahout/clustering/streaming/mapreduce/package-summary.html">org.apache.mahout.clustering.streaming.mapreduce</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/mahout/clustering/streaming/mapreduce/package-summary.html">org.apache.mahout.clustering.streaming.mapreduce</a> that return <a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">StreamingKMeansUtilsMR.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/clustering/streaming/mapreduce/StreamingKMeansUtilsMR.html#searcherFromConfiguration-org.apache.hadoop.conf.Configuration-">searcherFromConfiguration</a></span>(org.apache.hadoop.conf.Configuration conf)</code> |
| <div class="block">Instantiates a searcher from a given configuration.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.mahout.math.neighborhood"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a> in <a href="../../../../../../org/apache/mahout/math/neighborhood/package-summary.html">org.apache.mahout.math.neighborhood</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subclasses, and an explanation"> |
| <caption><span>Subclasses of <a href="../../../../../../org/apache/mahout/math/neighborhood/UpdatableSearcher.html" title="class in org.apache.mahout.math.neighborhood">UpdatableSearcher</a> in <a href="../../../../../../org/apache/mahout/math/neighborhood/package-summary.html">org.apache.mahout.math.neighborhood</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/math/neighborhood/BruteSearch.html" title="class in org.apache.mahout.math.neighborhood">BruteSearch</a></span></code> |
| <div class="block">Search for nearest neighbors using a complete search (i.e.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/math/neighborhood/FastProjectionSearch.html" title="class in org.apache.mahout.math.neighborhood">FastProjectionSearch</a></span></code> |
| <div class="block">Does approximate nearest neighbor search by projecting the vectors similar to ProjectionSearch.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/math/neighborhood/LocalitySensitiveHashSearch.html" title="class in org.apache.mahout.math.neighborhood">LocalitySensitiveHashSearch</a></span></code> |
| <div class="block">Implements a Searcher that uses locality sensitivity hash as a first pass approximation |
| to estimate distance without floating point math.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/math/neighborhood/ProjectionSearch.html" title="class in org.apache.mahout.math.neighborhood">ProjectionSearch</a></span></code> |
| <div class="block">Does approximate nearest neighbor dudes search by projecting the data.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
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