O
- object typepublic static class AffinityPropagationClusteringAlgorithm.Parameterizer<O> extends AbstractParameterizer
Modifier and Type | Field and Description |
---|---|
(package private) int |
convergence
Number of stable iterations for convergence.
|
static OptionID |
CONVERGENCE_ID
Parameter for the convergence factor.
|
(package private) AffinityPropagationInitialization<O> |
initialization
Initialization function for the similarity matrix.
|
static OptionID |
INITIALIZATION_ID
Parameter for the similarity matrix initialization
|
(package private) double |
lambda
Dampening parameter.
|
static OptionID |
LAMBDA_ID
Parameter for the dampening factor.
|
(package private) int |
maxiter
Maximum number of iterations.
|
static OptionID |
MAXITER_ID
Parameter for the convergence factor.
|
Constructor and Description |
---|
AffinityPropagationClusteringAlgorithm.Parameterizer() |
Modifier and Type | Method and Description |
---|---|
protected AffinityPropagationClusteringAlgorithm<O> |
makeInstance()
Make an instance after successful configuration.
|
protected void |
makeOptions(Parameterization config)
Add all options.
|
configure, make
public static final OptionID INITIALIZATION_ID
public static final OptionID LAMBDA_ID
public static final OptionID CONVERGENCE_ID
public static final OptionID MAXITER_ID
AffinityPropagationInitialization<O> initialization
double lambda
int convergence
int maxiter
public AffinityPropagationClusteringAlgorithm.Parameterizer()
protected void makeOptions(Parameterization config)
AbstractParameterizer
makeOptions
in class AbstractParameterizer
config
- Parameterization to add options to.protected AffinityPropagationClusteringAlgorithm<O> makeInstance()
AbstractParameterizer
makeInstance
in class AbstractParameterizer
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.