CluE Namespace Reference

namespace for the CluE library More...

Classes
class	Algorithm
	Abstract base class for algorithms. More...
class	AttributeCalculator
	Abstract base class for attribute calculation (e.g. diameter). More...
class	Bico
	Fast computation of k-means coresets in a data stream. More...
struct	CFEntry
	Clustering feature tree entry. More...
struct	CFREntry
	Clustering feature with representation point. More...
struct	CluEException
	CluE related exceptions base class. More...
class	ClusterDissimilarityMeasure
	Abstract base class for cluster dissimilarity measurement. More...
class	ClusterMeasureSetter
	Interface to propagate the ability to set a ClusterDissimilarityMeasure. More...
class	CombinedEvaluation
	Abstract class. Proxy based evaluation algorithms may be optimized by deriving from this class. More...
struct	comparePairFirst
class	DiscreteBoundedSpace
	Interface to extend a template type to provide discrete (bounded) space {0, ..., n-1}^d features. More...
class	DiscreteProxyProvider
	Abstract base class to access the results of proxy / center based clustering algorithms. More...
struct	DiscreteProxySolution
	Data structure for discrete proxies. More...
class	DissimilarityMeasure
	Abstract base class for dissimilarity measurement. More...
class	EuclideanSpaceProvider
	Interface to extend a template type to provide euclidean vector space features. More...
class	Evaluation
	Abstract base class for clustering evaluations. More...
class	InputSetter
	Interface to propagate the ability to set input data. More...
struct	InvalidArgumentException
	Indicates invalid values of arguments. More...
struct	InvalidRuntimeConfigurationException
	Indicates that a computation entered an invalid configuration state. More...
class	KMeansEvaluator
	Calculates the k-means weight. More...
class	L2Metric
	L2 metric for Point. More...
class	MeasureSetter
	Interface to propagate the ability to set a DissimilarityMeasure. More...
class	PartitionEvaluation
	Abstract class for partition-based evaluation algorithms. More...
class	PartitionProvider
	Abstract base class to access results of partition based clustering algorithms. More...
class	Point
	Weighted point of arbitrary dimension. More...
class	PointCentroid
	Center of gravity for Point. More...
class	PointWeightModifier
	Modifies the weight of a Point. More...
class	ProxyEvaluation
	Abstract class for proxy-based evaluation algorithms. More...
class	ProxyGenerator
	Abstract base class for mechanisms that compute a proxy or representative object for a given set of objects, e.g. a cluster center. More...
class	ProxyProvider
	Abstract base class to access results of proxy / center based clustering algorithms. More...
struct	ProxySolution
	Data structure for proxies. More...
class	Randomness
	Random number generator. More...
class	RealSpaceProvider
	Provides euclidean vector space features for Point. More...
class	SolutionProvider
	Abstract base class for algorithm solutions. More...
class	SquaredL2Metric
	Squared L2 metric for Point. More...
class	StreamingAlgorithm
	Abstract base class for streaming algorithms. More...
class	WeightedObject
	Abstract base class for weighted objects. More...
class	WeightModifier
	Abstract base class to modify the weight of weighted objects. More...

Functions
std::ostream &	operator<< (std::ostream &, Point const &)
Point	operator* (double scalar, Point const &vec)
double	operator* (Point const &vec1, Point const &vec2)

Detailed Description

namespace for the CluE library

Function Documentation

std::ostream & CluE::operator<<	(	std::ostream &	os,
		Point const &	p
	)

Definition at line 187 of file point.cpp.

Point CluE::operator*	(	double	scalar,
		Point const &	vec
	)

Definition at line 201 of file point.cpp.

double CluE::operator*	(	Point const &	vec1,
		Point const &	vec2
	)

Exceptions

InvalidArgumentException

[0] Incompatible dimensions!

Definition at line 212 of file point.cpp.