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Packages that use Parametered | |
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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 |
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Subinterfaces of Parametered in org.apache.mahout.clustering | |
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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 | |
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class |
AbstractCluster
|
Uses of Parametered in org.apache.mahout.clustering.canopy |
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Classes in org.apache.mahout.clustering.canopy that implement Parametered | |
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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 |
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Classes in org.apache.mahout.clustering.fuzzykmeans that implement Parametered | |
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class |
SoftCluster
|
Uses of Parametered in org.apache.mahout.clustering.iterator |
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Classes in org.apache.mahout.clustering.iterator that implement Parametered | |
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class |
DistanceMeasureCluster
|
Uses of Parametered in org.apache.mahout.clustering.kmeans |
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Classes in org.apache.mahout.clustering.kmeans that implement Parametered | |
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class |
Kluster
|
Uses of Parametered in org.apache.mahout.common.distance |
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Subinterfaces of Parametered in org.apache.mahout.common.distance | |
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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 | |
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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 |
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Subinterfaces of Parametered in org.apache.mahout.common.parameters | |
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interface |
Parameter<T>
An accessor to a parameters in the job. |
Classes in org.apache.mahout.common.parameters that implement Parametered | |
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class |
AbstractParameter<T>
|
class |
ClassParameter
|
class |
DoubleParameter
|
class |
PathParameter
|
Methods in org.apache.mahout.common.parameters with parameters of type Parametered | |
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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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