Uses of Interface
org.apache.mahout.common.parameters.Parametered

Packages that use Parametered
org.apache.mahout.clustering  
org.apache.mahout.clustering.canopy   
org.apache.mahout.clustering.fuzzykmeans   
org.apache.mahout.clustering.iterator   
org.apache.mahout.clustering.kmeans This package provides an implementation of the k-means clustering algorithm. 
org.apache.mahout.common.distance   
org.apache.mahout.common.parameters   
 

Uses of Parametered in org.apache.mahout.clustering
 

Subinterfaces of Parametered in org.apache.mahout.clustering
 interface Cluster
          Implementations of this interface have a printable representation and certain attributes that are common across all clustering implementations
 

Classes in org.apache.mahout.clustering that implement Parametered
 class AbstractCluster
           
 

Uses of Parametered in org.apache.mahout.clustering.canopy
 

Classes in org.apache.mahout.clustering.canopy that implement Parametered
 class Canopy
          This class models a canopy as a center point, the number of points that are contained within it according to the application of some distance metric, and a point total which is the sum of all the points and is used to compute the centroid when needed.
 

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

Classes in org.apache.mahout.clustering.fuzzykmeans that implement Parametered
 class SoftCluster
           
 

Uses of Parametered in org.apache.mahout.clustering.iterator
 

Classes in org.apache.mahout.clustering.iterator that implement Parametered
 class DistanceMeasureCluster
           
 

Uses of Parametered in org.apache.mahout.clustering.kmeans
 

Classes in org.apache.mahout.clustering.kmeans that implement Parametered
 class Kluster
           
 

Uses of Parametered in org.apache.mahout.common.distance
 

Subinterfaces of Parametered in org.apache.mahout.common.distance
 interface DistanceMeasure
          This interface is used for objects which can determine a distance metric between two points
 

Classes in org.apache.mahout.common.distance that implement Parametered
 class ChebyshevDistanceMeasure
          This class implements a "Chebyshev distance" metric by finding the maximum difference between each coordinate.
 class CosineDistanceMeasure
          This class implements a cosine distance metric by dividing the dot product of two vectors by the product of their lengths.
 class EuclideanDistanceMeasure
          This class implements a Euclidean distance metric by summing the square root of the squared differences between each coordinate.
 class MahalanobisDistanceMeasure
           
 class ManhattanDistanceMeasure
          This class implements a "manhattan distance" metric by summing the absolute values of the difference between each coordinate
 class MinkowskiDistanceMeasure
          Implement Minkowski distance, a real-valued generalization of the integral L(n) distances: Manhattan = L1, Euclidean = L2.
 class SquaredEuclideanDistanceMeasure
          Like EuclideanDistanceMeasure but it does not take the square root.
 class TanimotoDistanceMeasure
          Tanimoto coefficient implementation.
 class WeightedDistanceMeasure
          Abstract implementation of DistanceMeasure with support for weights.
 class WeightedEuclideanDistanceMeasure
          This class implements a Euclidean distance metric by summing the square root of the squared differences between each coordinate, optionally adding weights.
 class WeightedManhattanDistanceMeasure
          This class implements a "Manhattan distance" metric by summing the absolute values of the difference between each coordinate, optionally with weights.
 

Uses of Parametered in org.apache.mahout.common.parameters
 

Subinterfaces of Parametered in org.apache.mahout.common.parameters
 interface Parameter<T>
          An accessor to a parameters in the job.
 

Classes in org.apache.mahout.common.parameters that implement Parametered
 class AbstractParameter<T>
           
 class ClassParameter
           
 class DoubleParameter
           
 class PathParameter
           
 

Methods in org.apache.mahout.common.parameters with parameters of type Parametered
static String Parametered.ParameteredGeneralizations.conf(Parametered parametered)
           
static void Parametered.ParameteredGeneralizations.configureParameters(Parametered parametered, org.apache.hadoop.conf.Configuration jobConf)
           
static void Parametered.ParameteredGeneralizations.configureParameters(String prefix, Parametered parametered, org.apache.hadoop.conf.Configuration jobConf)
          Calls createParameters(String,org.apache.hadoop.conf.Configuration) on parameter parmetered, and then recur down its composite tree to invoke createParameters(String,org.apache.hadoop.conf.Configuration) and configure(org.apache.hadoop.conf.Configuration) on each composite part.
static String Parametered.ParameteredGeneralizations.help(Parametered parametered)
           
 



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