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Packages that use UpdatableSearcher | |
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org.apache.mahout.clustering.streaming.cluster | |
org.apache.mahout.clustering.streaming.mapreduce | |
org.apache.mahout.math.neighborhood |
Uses of UpdatableSearcher in org.apache.mahout.clustering.streaming.cluster |
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Methods in org.apache.mahout.clustering.streaming.cluster that return UpdatableSearcher | |
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UpdatableSearcher |
StreamingKMeans.cluster(Centroid datapoint)
Cluster one data point. |
UpdatableSearcher |
StreamingKMeans.cluster(Iterable<Centroid> datapoints)
Cluster the data points in an Iterable |
UpdatableSearcher |
BallKMeans.cluster(List<? extends WeightedVector> datapoints)
Clusters the datapoints in the list doing either random seeding of the centroids or k-means++. |
UpdatableSearcher |
StreamingKMeans.cluster(Matrix data)
Cluster the rows of a matrix, treating them as Centroids with weight 1. |
Constructors in org.apache.mahout.clustering.streaming.cluster with parameters of type UpdatableSearcher | |
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BallKMeans(UpdatableSearcher searcher,
int numClusters,
int maxNumIterations)
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BallKMeans(UpdatableSearcher searcher,
int numClusters,
int maxNumIterations,
boolean kMeansPlusPlusInit,
int numRuns)
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BallKMeans(UpdatableSearcher searcher,
int numClusters,
int maxNumIterations,
double trimFraction,
boolean kMeansPlusPlusInit,
boolean correctWeights,
double testProbability,
int numRuns)
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StreamingKMeans(UpdatableSearcher searcher,
int numClusters)
Calls StreamingKMeans(searcher, numClusters, 1.3, 10, 2). |
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StreamingKMeans(UpdatableSearcher searcher,
int numClusters,
double distanceCutoff)
Calls StreamingKMeans(searcher, numClusters, distanceCutoff, 1.3, 10, 2). |
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StreamingKMeans(UpdatableSearcher searcher,
int numClusters,
double distanceCutoff,
double beta,
double clusterLogFactor,
double clusterOvershoot)
Creates a new StreamingKMeans class given a searcher and the number of clusters to generate. |
Uses of UpdatableSearcher in org.apache.mahout.clustering.streaming.mapreduce |
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Methods in org.apache.mahout.clustering.streaming.mapreduce that return UpdatableSearcher | |
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static UpdatableSearcher |
StreamingKMeansUtilsMR.searcherFromConfiguration(org.apache.hadoop.conf.Configuration conf)
Instantiates a searcher from a given configuration. |
Uses of UpdatableSearcher in org.apache.mahout.math.neighborhood |
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Subclasses of UpdatableSearcher in org.apache.mahout.math.neighborhood | |
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class |
BruteSearch
Search for nearest neighbors using a complete search (i.e. |
class |
FastProjectionSearch
Does approximate nearest neighbor search by projecting the vectors similar to ProjectionSearch. |
class |
LocalitySensitiveHashSearch
Implements a Searcher that uses locality sensitivity hash as a first pass approximation to estimate distance without floating point math. |
class |
ProjectionSearch
Does approximate nearest neighbor dudes search by projecting the data. |
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