Man pages for stream
Infrastructure for Data Stream Mining

agreementAgreement-based Measures for Clustering
animate_clusterAnimates Plots of the Clustering Process
animate_dataAnimates the Plotting of a Data Streams
close_streamClose a Data Stream
DSAggregateData Stream Aggregator Base Classes
DSAggregate_SampleSampling from a Data Stream (Data Stream Operator)
DSAggregate_WindowSliding Window (Data Stream Operator)
DSCData Stream Clustering Base Class
DSC_BICOBICO - Fast computation of k-means coresets in a data stream
DSC_BIRCHBalanced Iterative Reducing Clustering using Hierarchies
DSC_DBSCANDBSCAN Macro-clusterer
DSC_DBSTREAMDBSTREAM Clustering Algorithm
DSC_DStreamD-Stream Data Stream Clustering Algorithm
DSC_EAReclustering using an Evolutionary Algorithm
DSC_evoStreamevoStream - Evolutionary Stream Clustering
DSC_HierarchicalHierarchical Micro-Cluster Reclusterer
DSC_KmeansKmeans Macro-clusterer
DSClassifierAbstract Class for Data Stream Classifiers
DSClassifier_SlidingWindowDSClassifier_SlidingWindow - Data Stream Classifier Using a...
DSC_MacroAbstract Class for Macro Clusterers (Offline Component)
DSC_MicroAbstract Class for Micro Clusterers (Online Component)
DSC_RAbstract Class for Implementing R-based Clusterers
DSC_ReachabilityReachability Micro-Cluster Reclusterer
DSC_SampleExtract a Fixed-size Sample from a Data Stream
DSC_SlidingWindowDSC_SlidingWindow - Data Stream Clusterer Using a Sliding...
DSC_StaticCreate as Static Copy of a Clustering
DSC_TwoStageTwoStage Clustering Process
DSC_WindowA sliding window from a Data Stream
DSDData Stream Data Generator Base Classes
DSD_BarsAndGaussiansData Stream Generator for Bars and Gaussians
DSD_BenchmarkData Stream Generator for Dynamic Data Stream Benchmarks
DSD_CubesStatic Cubes Data Stream Generator
DSD_GaussiansMixture of Gaussians Data Stream Generator
DSD_MemoryA Data Stream Interface for Data Stored in Memory
DSD_MGDSD Moving Generator
DSD_MixtureMixes Data Points from Several Streams into a Single Stream
DSD_mlbenchDataStream Interface for Data Sets From mlbench
DSD_mlbenchGeneratormlbench Data Stream Generator
DSD_NULLPlaceholder for a DSD Stream
DSD_ReadDBRead a Data Stream from an open DB Query
DSD_ReadStreamRead a Data Stream from a File or a Connection
DSD_ScaleStreamDeprecated DSD_ScaleStream
DSD_TargetTarget Data Stream Generator
DSD_UniformNoiseUniform Noise Data Stream Generator
DSFData Stream Filter Base Classes
DSF_ConvolveApply a Filter to a Data Stream
DSF_DownsampleDownsample a Data Stream
DSF_dplyrApply a dplyr Transformation to a Data Stream
DSF_ExponentialMAExponential Moving Average over a Data Stream
DSF_FeatureSelectionSelect Features for a Data Stream
DSF_FuncApply a Function to Transformation to a Data Stream
DSFPAbstract Class for Frequent Pattern Mining Algorithms for...
DSF_ScaleScale a Data Stream
DSOutlierAbstract Class for Data Stream Outlier Detectors
DSRegressorAbstract Class for Data Stream Regressors
DSRegressor_SlidingWindowDSRegressor_SlidingWindow - Data Stream Regressor Using a...
DSTConceptual Base Class for All Data Stream Mining Tasks
DST_MultiApply Multiple Task to the Same Data Stream
DST_SlidingWindowDST_SlidingWindow - Call R Functions on a Sliding Window
DST_WriteStreamTask to Write a Stream to a File or a Connection
evaluateEvaluate a Data Stream Mining Task
evaluate.DSCEvaluate a Stream Clustering Task
get_assignmentAssignment Data Points to Clusters deprecated
get_pointsGet Points from a Data Stream Generator
MGCMoving Generator Cluster
plot.DSCPlot Results of a Data Stream Clustering
plot.DSDPlot Data Stream Data
predictMake a Prediction for a Data Stream Mining Task
prune_clustersPrune Clusters from a Clustering
read_saveDSCSave and Read DSC Objects
reclusterRe-clustering micro-clusters
reset_streamReset a Data Stream to its Beginning
stream-packagestream: Infrastructure for Data Stream Mining
stream_pipelineCreate a Data Stream Pipeline
updateUpdate a Data Stream Mining Task Model with Points from a...
write_streamWrite a Data Stream to a File
stream documentation built on May 29, 2024, 9:43 a.m.