DSC_Sample
(Package: stream) :
Extract a Fixed-size Sample from a Data Stream
Extracts a sample form a data stream using Reservoir Sampling. The sample is stored as a set of micro-clusters to be compatible with other data DSC stream clustering algorithms.
● Data Source:
CranContrib
● Keywords:
● Alias: DSC_Sample
●
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DSC_Static
(Package: stream) :
Create as Static Copy of a Clustering
This representation cannot perform clustering anymore, but it also does not need the supporting data structures. It only stores the cluster centers and weights.
● Data Source:
CranContrib
● Keywords:
● Alias: DSC_Static
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DSD_Gaussians
(Package: stream) :
Mixture of Gaussians Data Stream Generator
A data stream generator that produces a data stream with a mixture of static Gaussians.
● Data Source:
CranContrib
● Keywords:
● Alias: DSD_Gaussians
●
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DSC_Hierarchical
(Package: stream) :
Hierarchical Micro-Cluster Reclusterer
Implementation of hierarchical clustering to recluster a set of micro-clusters.
● Data Source:
CranContrib
● Keywords:
● Alias: DSC_Hierarchical
●
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DSD_mlbenchData
(Package: stream) :
Stream Interface for Data Sets From mlbench
Provides a convenient stream interface for data sets from the mlbench package.
● Data Source:
CranContrib
● Keywords:
● Alias: DSD_mlbenchData
●
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DSO
(Package: stream) :
Data Stream Operator Base Classes
Abstract base classes for all DSO (Data Stream Operator) classes.
● Data Source:
CranContrib
● Keywords:
● Alias: DSO
●
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DSC
(Package: stream) :
Data Stream Clusterer Base Classes
Abstract base classes for all DSC (Data Stream Clusterer) and DSC_R classes.
● Data Source:
CranContrib
● Keywords:
● Alias: DSC, DSC_R, get_macroclusters, get_macroweights, get_microclusters, get_microweights
●
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DSO_Sample
(Package: stream) :
Sampling from a Data Stream (Data Stream Operator)
Extracts a sample form a data stream using Reservoir Sampling.
● Data Source:
CranContrib
● Keywords:
● Alias: DSO_Sample
●
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DSD
(Package: stream) :
Data Stream Data Generator Base Classes
Abstract base classes for DSD (Data Stream Data Generator).
● Data Source:
CranContrib
● Keywords:
● Alias: DSD, DSD_R, description
●
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DSC_TwoStage
(Package: stream) :
TwoStage Clustering Process
Combines a micro and a macro clustering algorithm into a single process.
● Data Source:
CranContrib
● Keywords:
● Alias: DSC_TwoStage
●
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