Package elki.index.tree.betula
Class CFTree.Factory.Par<L extends ClusterFeature>
- java.lang.Object
-
- elki.index.tree.betula.CFTree.Factory.Par<L>
-
- All Implemented Interfaces:
Parameterizer
- Enclosing class:
- CFTree.Factory<L extends ClusterFeature>
public static class CFTree.Factory.Par<L extends ClusterFeature> extends java.lang.Object implements Parameterizer
Parameterization class for CFTrees.- Author:
- Andreas Lang, Erich Schubert
-
-
Field Summary
Fields Modifier and Type Field Description (package private) CFDistance
abs
BIRCH distance function to use for point absorptionstatic OptionID
ABSORPTION_ID
Absorption parameter.static OptionID
BRANCHING_ID
Branching factor.(package private) int
branchingFactor
Maximum branching factor of CFTree.(package private) CFDistance
dist
BIRCH distance function to usestatic OptionID
DISTANCE_ID
Distance function parameter.(package private) ClusterFeature.Factory<L>
factory
Cluster feature factorystatic OptionID
FEATURES_ID
Cluster features parameter.(package private) double
maxleaves
Maximum number of leaves (absolute or relative)static OptionID
MAXLEAVES_ID
Maximum number of leaves.static OptionID
SPLIT_ID
Option ID for threshold heuristic.(package private) CFTree.Threshold
tCriterium
Threshold heuristic strategy.(package private) double
threshold
Cluster merge threshold.static OptionID
THRESHOLD_ID
Distance threshold.
-
Constructor Summary
Constructors Constructor Description Par()
-
Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description void
configure(Parameterization config)
Configure the class.CFTree.Factory<L>
make()
Make an instance after successful configuration.
-
-
-
Field Detail
-
FEATURES_ID
public static final OptionID FEATURES_ID
Cluster features parameter.
-
DISTANCE_ID
public static final OptionID DISTANCE_ID
Distance function parameter.
-
ABSORPTION_ID
public static final OptionID ABSORPTION_ID
Absorption parameter.
-
THRESHOLD_ID
public static final OptionID THRESHOLD_ID
Distance threshold.
-
SPLIT_ID
public static final OptionID SPLIT_ID
Option ID for threshold heuristic.
-
BRANCHING_ID
public static final OptionID BRANCHING_ID
Branching factor.
-
MAXLEAVES_ID
public static final OptionID MAXLEAVES_ID
Maximum number of leaves.
-
factory
ClusterFeature.Factory<L extends ClusterFeature> factory
Cluster feature factory
-
dist
CFDistance dist
BIRCH distance function to use
-
abs
CFDistance abs
BIRCH distance function to use for point absorption
-
threshold
double threshold
Cluster merge threshold.
-
branchingFactor
int branchingFactor
Maximum branching factor of CFTree.
-
maxleaves
double maxleaves
Maximum number of leaves (absolute or relative)
-
tCriterium
CFTree.Threshold tCriterium
Threshold heuristic strategy.
-
-
Method Detail
-
configure
public void configure(Parameterization config)
Description copied from interface:Parameterizer
Configure the class.Note: the status is collected by the parameterization object, so that multiple errors may arise and be reported in one run.
- Specified by:
configure
in interfaceParameterizer
- Parameters:
config
- Parameterization
-
make
public CFTree.Factory<L> make()
Description copied from interface:Parameterizer
Make an instance after successful configuration.Note: your class should return the exact type, only this very broad interface should use
Object
as return type.- Specified by:
make
in interfaceParameterizer
- Returns:
- a new instance
-
-