Uses of Class
org.apache.mahout.clustering.meanshift.MeanShiftCanopy

Packages that use MeanShiftCanopy
org.apache.mahout.clustering.meanshift   
 

Uses of MeanShiftCanopy in org.apache.mahout.clustering.meanshift
 

Methods in org.apache.mahout.clustering.meanshift that return MeanShiftCanopy
protected static MeanShiftCanopy MeanShiftCanopyClusterer.findCoveringCanopy(MeanShiftCanopy canopy, Iterable<MeanShiftCanopy> clusters)
           
static MeanShiftCanopy MeanShiftCanopy.initialCanopy(Vector point, int id, DistanceMeasure measure)
          Create an initial Canopy, retaining the original type of the given point (e.g.
 MeanShiftCanopy MeanShiftCanopy.shallowCopy()
           
 

Methods in org.apache.mahout.clustering.meanshift that return types with arguments of type MeanShiftCanopy
static List<MeanShiftCanopy> MeanShiftCanopyClusterer.clusterPoints(Iterable<Vector> points, DistanceMeasure measure, IKernelProfile aKernelProfileDerivative, double convergenceThreshold, double t1, double t2, int numIter)
          This is the reference mean-shift implementation.
static List<MeanShiftCanopy> MeanShiftCanopyClusterMapper.getCanopies(org.apache.hadoop.conf.Configuration conf)
           
protected  List<MeanShiftCanopy> MeanShiftCanopyClusterer.iterate(Iterable<MeanShiftCanopy> canopies, boolean[] converged)
           
 

Methods in org.apache.mahout.clustering.meanshift with parameters of type MeanShiftCanopy
 boolean MeanShiftCanopyClusterer.closelyBound(MeanShiftCanopy canopy, Vector point)
          Return if the point is closely covered by the canopy
protected static MeanShiftCanopy MeanShiftCanopyClusterer.findCoveringCanopy(MeanShiftCanopy canopy, Iterable<MeanShiftCanopy> clusters)
           
protected  void MeanShiftCanopyClusterMapper.map(org.apache.hadoop.io.WritableComparable<?> key, MeanShiftCanopy canopy, org.apache.hadoop.mapreduce.Mapper.Context context)
           
protected  void MeanShiftCanopyMapper.map(org.apache.hadoop.io.WritableComparable<?> key, MeanShiftCanopy canopy, org.apache.hadoop.mapreduce.Mapper.Context context)
           
 void MeanShiftCanopyClusterer.mergeCanopy(MeanShiftCanopy aCanopy, Collection<MeanShiftCanopy> canopies)
          Merge the given canopy into the canopies list.
 boolean MeanShiftCanopyClusterer.shiftToMean(MeanShiftCanopy canopy)
          Shift the center to the new centroid of the cluster
 

Method parameters in org.apache.mahout.clustering.meanshift with type arguments of type MeanShiftCanopy
protected static MeanShiftCanopy MeanShiftCanopyClusterer.findCoveringCanopy(MeanShiftCanopy canopy, Iterable<MeanShiftCanopy> clusters)
           
protected  List<MeanShiftCanopy> MeanShiftCanopyClusterer.iterate(Iterable<MeanShiftCanopy> canopies, boolean[] converged)
           
 void MeanShiftCanopyClusterer.mergeCanopy(MeanShiftCanopy aCanopy, Collection<MeanShiftCanopy> canopies)
          Merge the given canopy into the canopies list.
protected  void MeanShiftCanopyReducer.reduce(org.apache.hadoop.io.Text key, Iterable<MeanShiftCanopy> values, org.apache.hadoop.mapreduce.Reducer.Context context)
           
 



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