Infrastructure for Data Stream Mining


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Documentation for package ‘stream’ version 0.1-0

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animate Animates the plotting of a DSD and the clustering process
animate_cluster Animates the plotting of a DSD and the clustering process
animate_data Animates the plotting of a DSD and the clustering process
BIRCH BIRCH Data Stream Clusterer
birch BIRCH Data Stream Clusterer
close_stream Read a Data Stream from File
cluster Cluster a Data Stream
CluStream CluStream Data Stream Clusterer
clustream CluStream Data Stream Clusterer
ClusTree ClusTree Data Stream Clusterer
clustree ClusTree Data Stream Clusterer
DSC Data Stream Clusterer Base Class
DSClass Abstract Class for Data Stream Classifiers
DSC_BIRCH BIRCH Data Stream Clusterer
DSC_CluStream CluStream Data Stream Clusterer
DSC_ClusTree ClusTree Data Stream Clusterer
DSC_DBSCAN DBSCAN Macro-clusterer
DSC_DenStream DenStream Data Stream Clusterer
DSC_Hierarchical Hierarchical Micro-Cluster Reclusterer
DSC_Kmeans Kmeans Macro-clusterer
DSC_KmeansW Weighted k-Means Macro-clusterer
DSC_Macro Abstract Class for Macro Clusterers
DSC_Micro Abstract Class for Micro Clusterers
DSC_MOA DSC_MOA Class
DSC_Sample Extract a Fixed-size Sample from a Data Stream
DSC_Static Create as Static Copy of a Clustering
DSC_tNN Threshold Nearest Neighbor (tNN) Data Stream Clustering Algorithm
DSD Data Stream Data Generator Base Class
DSD_BarsAndGaussians Data Stream Generator for Bars and Gaussians
DSD_GaussianMoving Moving Gaussians Data Stream Generator
DSD_GaussianStatic Static Gaussians Data Stream Generator
DSD_mlbenchData A Wrapper for Data Sets from mlbench
DSD_mlbenchGenerator mlbench Data Stream Generator
DSD_RandomRBFGeneratorEvents Random RBF Generator Events Data Stream Generator
DSD_ReadStream Read a Data Stream from File
DSD_Target Target Data Stream Generator
DSD_UniformNoise Uniform Noise Data Stream Generator
DSD_Wrapper A Data Stream Wrapper for Data Frames and Matrices)
DSFP Abstract Class for Frequent Pattern Mining Algorithms for Data Streams
DST Abstract Base Class for All Data Stream Mining Tasks
evaluate Evaluate Clusterings
evaluate_cluster Evaluate Clusterings
get_assignment Assignment Data Points to Clusters
get_centers Get Cluster Centers from a DSC
get_copy Create a Deep Copy of a DSC Object
get_points Get Points from a Data Stream Generator
get_weights Get Cluster Weights
microToMacro Translate Micro-cluster IDs to Macro-cluster IDs
nclusters nclusters
plot Plotting Data Stream Data and Clusterings
plot.DSC Plotting Data Stream Data and Clusterings
plot.DSD Plotting Data Stream Data and Clusterings
print.stream_eval Evaluate Clusterings
prune_clusters Prune Clusters from a Clustering
recluster Re-clustering micro-clusters
reset_stream Reset a Data Stream to its Beginning
scale_stream Read a Data Stream from File
write_stream Write a Data Stream to a File