Uses of Class
org.apache.mahout.clustering.fuzzykmeans.SoftCluster

Packages that use SoftCluster
org.apache.mahout.clustering.fuzzykmeans   
 

Uses of SoftCluster in org.apache.mahout.clustering.fuzzykmeans
 

Methods in org.apache.mahout.clustering.fuzzykmeans that return types with arguments of type SoftCluster
static List<List<SoftCluster>> FuzzyKMeansClusterer.clusterPoints(Iterable<Vector> points, List<SoftCluster> clusters, DistanceMeasure measure, double threshold, double m, int numIter)
          This is the reference k-means implementation.
 

Method parameters in org.apache.mahout.clustering.fuzzykmeans with type arguments of type SoftCluster
protected  void FuzzyKMeansClusterer.addPointToClusters(List<SoftCluster> clusterList, Vector point)
           
static List<List<SoftCluster>> FuzzyKMeansClusterer.clusterPoints(Iterable<Vector> points, List<SoftCluster> clusters, DistanceMeasure measure, double threshold, double m, int numIter)
          This is the reference k-means implementation.
 Vector FuzzyKMeansClusterer.computePi(Collection<SoftCluster> clusters, List<Double> clusterDistanceList)
           
 void FuzzyKMeansClusterer.emitPointProbToCluster(Vector point, List<SoftCluster> clusters, org.apache.hadoop.mapreduce.Mapper.Context context)
          Emit the point and its probability of belongingness to each cluster
 void FuzzyKMeansClusterer.emitPointToClusters(VectorWritable point, List<SoftCluster> clusters, org.apache.hadoop.mapreduce.Mapper.Context context)
           
 void FuzzyKMeansClusterer.emitPointToClusters(VectorWritable point, List<SoftCluster> clusters, org.apache.hadoop.io.SequenceFile.Writer writer)
           
protected static boolean FuzzyKMeansClusterer.runFuzzyKMeansIteration(Iterable<Vector> points, List<SoftCluster> clusterList, FuzzyKMeansClusterer clusterer)
          Perform a single iteration over the points and clusters, assigning points to clusters and returning if the iterations are completed.
 void FuzzyKMeansReducer.setup(Collection<SoftCluster> clusters, org.apache.hadoop.conf.Configuration conf)
           
protected  boolean FuzzyKMeansClusterer.testConvergence(Iterable<SoftCluster> clusters)
           
 



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