Infrastructure for Data Stream Mining


[Up] [Top]

Documentation for package ‘stream’ version 1.1-2

Help Pages

add_cluster DSD Moving Generator
add_keyframe Moving Generator Cluster
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
animation Animates the plotting of a DSD and the clustering process
change_alpha DBSTREAM clustering algorihtm
close_stream Read a Data Stream from File
D-Stream D-Stream Data Stream Clustering Algorithm
d-stream D-Stream Data Stream Clustering Algorithm
DBSTREAM DBSTREAM clustering algorihtm
dbstream DBSTREAM clustering algorihtm
DSC Data Stream Clusterer Base Classes
DSClassify Abstract Class for Data Stream Classifiers
DSC_DBSCAN DBSCAN Macro-clusterer
DSC_DBSTREAM DBSTREAM clustering algorihtm
DSC_DStream D-Stream Data Stream Clustering Algorithm
DSC_Hierarchical Hierarchical Micro-Cluster Reclusterer
DSC_Kmeans Kmeans Macro-clusterer
DSC_Macro Abstract Class for Macro Clusterers
DSC_Micro Abstract Class for Micro Clusterers
DSC_R Data Stream Clusterer Base Classes
DSC_Reachability Reachability Micro-Cluster Reclusterer
DSC_Sample Extract a Fixed-size Sample from a Data Stream
DSC_Static Create as Static Copy of a Clustering
DSC_TwoStage TwoStage Clustering Process
DSC_Window A sliding window from a Data Stream
DSD Data Stream Data Generator Base Classes
DSD_BarsAndGaussians Data Stream Generator for Bars and Gaussians
DSD_Benchmark Data Stream Generator for Benchmark Data
DSD_Cubes Static Cubes Data Stream Generator
DSD_Gaussians Mixture of Gaussians Data Stream Generator
DSD_Memory A Data Stream Interface for Data Stored in Memory
DSD_MG DSD Moving Generator
DSD_mlbenchData Stream Interface for Data Sets From mlbench
DSD_mlbenchGenerator mlbench Data Stream Generator
DSD_MovingGenerator DSD Moving Generator
DSD_R Data Stream Data Generator Base Classes
DSD_ReadCSV Read a Data Stream from File
DSD_ReadDB Read a Data Stream from an open DB Query
DSD_ScaleStream Scale a Stream from a DSD
DSD_Target Target Data Stream Generator
DSD_UniformNoise Uniform Noise Data Stream Generator
DSFP Abstract Class for Frequent Pattern Mining Algorithms for Data Streams
DSO Data Stream Operator Base Classes
DSO_Sample Sampling from a Data Stream (Data Stream Operator)
DSO_Window Sliding Window (Data Stream Operator)
DST Abstract Base Class for All Data Stream Mining Tasks
dstream D-Stream Data Stream Clustering Algorithm
evaluate Evaluate Clusterings
evaluate_cluster Evaluate Clusterings
get_assignment Assignment Data Points to Clusters
get_attraction D-Stream Data Stream Clustering Algorithm
get_centers Get Cluster Centers from a DSC
get_clusters DSD Moving Generator
get_copy Create a Deep Copy of a DSC Object
get_keyframes Moving Generator Cluster
get_macroclusters Data Stream Clusterer Base Classes
get_macroweights Data Stream Clusterer Base Classes
get_microclusters Data Stream Clusterer Base Classes
get_microweights Data Stream Clusterer Base Classes
get_points Get Points from a Data Stream Generator
get_shared_density DBSTREAM clustering algorihtm
get_weights Get Cluster Weights
keyframe Moving Generator Cluster
MGC Moving Generator Cluster
MGC_Function Moving Generator Cluster
MGC_Linear Moving Generator Cluster
MGC_Noise Moving Generator Cluster
MGC_Random Moving Generator Cluster
MGC_Shape_Block Moving Generator Cluster
MGC_Shape_Gaussian Moving Generator Cluster
MGC_Static Moving Generator Cluster
microToMacro Translate Micro-cluster IDs to Macro-cluster IDs
MovingGenerator DSD Moving Generator
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
remove_cluster DSD Moving Generator
remove_keyframe Moving Generator Cluster
reset_stream Reset a Data Stream to its Beginning
scale_stream Read a Data Stream from File
update Update a Data Stream Clustering Model
update.DSC_R Update a Data Stream Clustering Model
update.DSC_TwoStage Update a Data Stream Clustering Model
update.DSO_Sample Update a Data Stream Clustering Model
update.DSO_Window Update a Data Stream Clustering Model
write_stream Write a Data Stream to a File