stream2.0-3 package

Agreement-based Measures for Clustering

Animates Plots of the Clustering Process

Animates the Plotting of a Data Streams

Close a Data Stream

Sampling from a Data Stream (Data Stream Operator)

Sliding Window (Data Stream Operator)

Data Stream Aggregator Base Classes

BICO - Fast computation of k-means coresets in a data stream

Balanced Iterative Reducing Clustering using Hierarchies

DBSCAN Macro-clusterer

DBSTREAM Clustering Algorithm

D-Stream Data Stream Clustering Algorithm

Reclustering using an Evolutionary Algorithm

evoStream - Evolutionary Stream Clustering

Hierarchical Micro-Cluster Reclusterer

Kmeans Macro-clusterer

Abstract Class for Macro Clusterers (Offline Component)

Abstract Class for Micro Clusterers (Online Component)

Abstract Class for Implementing R-based Clusterers

Reachability Micro-Cluster Reclusterer

Extract a Fixed-size Sample from a Data Stream

DSC_SlidingWindow -- Data Stream Clusterer Using a Sliding Window

Create as Static Copy of a Clustering

TwoStage Clustering Process

A sliding window from a Data Stream

Data Stream Clustering Base Class

DSClassifier_SlidingWindow -- Data Stream Classifier Using a Sliding W...

Abstract Class for Data Stream Classifiers

Data Stream Generator for Bars and Gaussians

Data Stream Generator for Dynamic Data Stream Benchmarks

Static Cubes Data Stream Generator

Mixture of Gaussians Data Stream Generator

A Data Stream Interface for Data Stored in Memory

DSD Moving Generator

Mixes Data Points from Several Streams into a Single Stream

Stream Interface for Data Sets From mlbench

mlbench Data Stream Generator

Placeholder for a DSD Stream

Read a Data Stream from an open DB Query

Read a Data Stream from a File or a Connection

Deprecated DSD_ScaleStream

Target Data Stream Generator

Uniform Noise Data Stream Generator

Data Stream Data Generator Base Classes

Apply a Filter to a Data Stream

Downsample a Data Stream

Apply a dplyr Transformation to a Data Stream

Exponential Moving Average over a Data Stream

Select Features for a Data Stream

Apply a Function to Transformation to a Data Stream

Scale a Data Stream

Data Stream Filter Base Classes

Abstract Class for Frequent Pattern Mining Algorithms for Data Streams

Abstract Class for Data Stream Outlier Detectors

DSRegressor_SlidingWindow -- Data Stream Regressor Using a Sliding Win...

Abstract Class for Data Stream Regressors

Apply Multiple Task to the Same Data Stream

DST_SlidingWindow -- Call R Functions on a Sliding Window

Task to Write a Stream to a File or a Connection

Conceptual Base Class for All Data Stream Mining Tasks

Evaluate a Stream Clustering Task

Evaluate a Data Stream Mining Task

Assignment Data Points to Clusters deprecated

Get Points from a Data Stream Generator

Moving Generator Cluster

Pipe operator

Plot Results of a Data Stream Clustering

Plot Data Stream Data

Make a Prediction for a Data Stream Mining Task

Prune Clusters from a Clustering

Save and Read DSC Objects

Re-clustering micro-clusters

Reset a Data Stream to its Beginning

Create a Data Stream Pipeline

stream: Infrastructure for Data Stream Mining

Update a Data Stream Mining Task Model with Points from a Stream

Write a Data Stream to a File