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| Packages that use Model | |
|---|---|
| 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. |
| Uses of Model in org.apache.mahout.clustering |
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| Subinterfaces of Model 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 Model | |
|---|---|
class |
AbstractCluster
|
| Methods in org.apache.mahout.clustering that return Model | |
|---|---|
Model<VectorWritable> |
Model.sampleFromPosterior()
|
Model<O>[] |
ModelDistribution.sampleFromPosterior(Model<O>[] posterior)
Return a list of models sampled from the posterior |
Model<O>[] |
ModelDistribution.sampleFromPrior(int howMany)
Return a list of models sampled from the prior |
| Methods in org.apache.mahout.clustering with parameters of type Model | |
|---|---|
void |
Model.observe(Model<O> x)
Observe the given model, retaining information about its observations |
void |
AbstractCluster.observe(Model<VectorWritable> x)
|
Model<O>[] |
ModelDistribution.sampleFromPosterior(Model<O>[] posterior)
Return a list of models sampled from the posterior |
| Uses of Model in org.apache.mahout.clustering.canopy |
|---|
| Classes in org.apache.mahout.clustering.canopy that implement Model | |
|---|---|
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 Model in org.apache.mahout.clustering.fuzzykmeans |
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| Classes in org.apache.mahout.clustering.fuzzykmeans that implement Model | |
|---|---|
class |
SoftCluster
|
| Uses of Model in org.apache.mahout.clustering.iterator |
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| Classes in org.apache.mahout.clustering.iterator that implement Model | |
|---|---|
class |
DistanceMeasureCluster
|
| Methods in org.apache.mahout.clustering.iterator that return Model | |
|---|---|
Model<VectorWritable> |
DistanceMeasureCluster.sampleFromPosterior()
|
| Uses of Model in org.apache.mahout.clustering.kmeans |
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| Classes in org.apache.mahout.clustering.kmeans that implement Model | |
|---|---|
class |
Kluster
|
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