CluE
1.0
|
▼NCluE | Namespace for the CluE library |
CAdaptiveSampling | K-means++ sampling method |
CAgglomerative | Agglomerative clustering algorithm |
CAlgorithm | Abstract base class for algorithms |
CAttributeCalculator | Abstract base class for attribute calculation (e.g. diameter) |
CAverageLinkage | Average cluster linkage |
CBalcanBlumGupta | BalcanBlumGupta algorithm |
▼CBirch | BIRCH clustering algorithm |
CThreshFuncRedirector | Wraps around a BirchConfig object to provide threshold calculation |
CBirchConfig | BIRCH configuration class |
CBruteForceClustering | Brute force k-median / k-means clustering |
CCarterWegman | Universal hashing |
CCFAverageInterClusterDistance | Calculates the average inter-cluster distance D2 of a given CFEntry |
CCFDiameter | Calculates the diameter D of a given CFEntry |
CCFEntry | Clustering feature tree entry |
CCFREntry | Clustering feature with representation point |
▼CCFTree | Clustering feature tree |
CThresholdCalculator | Threshold calculation functor class |
CCluEException | CluE related exceptions base class |
CClusterDissimilarityMeasure | Abstract base class for cluster dissimilarity measurement |
CClusterMeasureSetter | Interface to propagate the ability to set a ClusterDissimilarityMeasure |
CCombinedEvaluation | Abstract class. Proxy based evaluation algorithms may be optimized by deriving from this class |
CCombinedToPartitionEvaluationWrapper | Wraps CombinedEvaluation into PartitionEvaluation by using a ProxGenerator instance |
CCompleteLinkage | Complete cluster linkage |
CDasguptaLong | DasguptaLong algorithm |
CDiscreteBoundedRealSpaceProvider | Provides discrete bounded space features for Point |
CDiscreteBoundedSpace | Interface to extend a template type to provide discrete (bounded) space {0, ..., n-1}^d features |
CDiscreteDoubleSolution | Data structure for partitions and discrete proxies |
CDiscreteProxyProvider | Abstract base class to access the results of proxy / center based clustering algorithms |
CDiscreteProxySolution | Data structure for discrete proxies |
CDissimilarityMeasure | Abstract base class for dissimilarity measurement |
CDistinctElements | Count distinct elements in a data stream |
CDistinctElementsPrimitive | Count distinct elements in a stream using a std::set (for debugging) |
CDistribution | Abstract base class for probability distributions |
CDoubleSolution | Data structure for partitions and proxies |
CDynamicBitset | Dynamic bitset similiar to boost::dynamic_bitset |
CEuclideanSpaceProvider | Interface to extend a template type to provide euclidean vector space features |
CEvaluation | Abstract base class for clustering evaluations |
CFarthestFirstTraversal | Farthest first traversal algorithm |
CFixedSizeSubsetIterator | Iterates over all fixed-size subsets of a given superset |
▼CFrahlingSohler | Coreset algorithm for k-median clustering |
▼CGridInstance | Set of grids |
CGrid | A single grid |
CFrequencyCentroid | Weighted centroid for FrequencyDistribution |
CFrequencyDistribution | Probability distribution on non-negative integers |
CFrequencyKLD | Kullback-leibler divergence for FrequencyDistribution |
CGonzales | Gonzales algorithm |
CGraycodeSequence | Returns the bits flipped in a Graycode sequence |
CHashFunction | Base class template for any hash function mapping an element from universe U to hashing space H |
CInputSetter | Interface to propagate the ability to set input data |
CInvalidArgumentException | Indicates invalid values of arguments |
CInvalidRuntimeConfigurationException | Indicates that a computation entered an invalid configuration state |
CKCenterEvaluator | Calculates the k-center weight |
CKMeansEvaluator | Calculates the k-means weight |
▼CKumarSabharwalSen | KumarSabharwalSen algorithm |
CTupel | Used to return a DoubleSolution and its cost |
CL1Metric | L1 metric for Point |
CL2Metric | L2 metric for Point |
CLloydtype | Lloyd type algorithm |
CLloydtypeCF | Lloyd type algorithm using clustering features |
CLloydtypeCFSolution | LloydtypeCF specific DoubleSolution |
CLPMetric | Lp metric for Point |
CMatrix | Weighted matrix of arbitrary dimension |
CMaxDiamEvaluator | Calculates the maximum diameter of one or more given clusters |
CMeasureSetter | Interface to propagate the ability to set a DissimilarityMeasure |
CPartitionEvaluation | Abstract class for partition-based evaluation algorithms |
CPartitionProvider | Abstract base class to access results of partition based clustering algorithms |
CPartitionSolution | Data structure for partitions |
CPoint | Weighted point of arbitrary dimension |
CPointCentroid | Center of gravity for Point |
CPointGauss | Univariate normal distribution |
CPointGMM | Gaussian Mixture Model distribution |
CPointKLD | Kullback-Leibler divergence for Point |
CPointSetDistance | Calculates the (minimum) distance between a point and a set of points |
CPointWeightModifier | Modifies the weight of a Point |
CPrimeGenerator | Generates numbers which are (most likely) prime numbers |
CProxyBasedAgglo | Agglomerative proxy-based clustering algorithm |
CProxyEvaluation | Abstract class for proxy-based evaluation algorithms |
CProxyGenerator | Abstract base class for mechanisms that compute a proxy or representative object for a given set of objects, e.g. a cluster center |
CProxyProvider | Abstract base class to access results of proxy / center based clustering algorithms |
CProxySolution | Data structure for proxies |
CRandomness | Random number generator |
CRealSpaceProvider | Provides euclidean vector space features for Point |
CSetIterator | Base class used to provide iterating over sets |
CSingleLinkage | Single cluster linkage |
CSolutionProvider | Abstract base class for algorithm solutions |
CSquaredL1Metric | Squared L1 metric for Point |
CSquaredL2Metric | Squared L2 metric for Point |
CSquaredLPMetric | Squared Lp metric for Point |
CStreamingAlgorithm | Abstract base class for streaming algorithms |
CSubsetIterator | Iterates over all subsets of a given superset |
CUniformSampling | Uniform sampling |
CUniGauss | Univariate normal distribution |
CWeightedObject | Abstract base class for weighted objects |
CWeightModifier | Abstract base class to modify the weight of weighted objects |
CRandomGenerator | Encapsulates an STL random generator |