stream

stream-package

A framework for data stream modeling and associated data mining tasks such as clustering and classification. The development of this package was supported in part by NSF IIS-0948893, NSF CMMI 1728612, and NIH R21HG005912. Hahsler et al (2017) tools:::Rd_expr_doi("10.18637/jss.v076.i14").

internal

A framework for data stream modeling and associated data
mining tasks such as clustering and classification. The development of
this package was supported in part by NSF IIS-0948893, NSF CMMI
1728612, and NIH R21HG005912. Hahsler et al (2017)
<doi:10.18637/jss.v076.i14>.

Michael Hahsler

Infrastructure for Data Stream Mining

Matthew Bolaños

John Forrest

Matthias Carnein

Dennis Assenmacher

Dalibor Krleža

stream-package function

<ul>
<li>DSD Data stream data and DSF data stream filter to transform data streams in flight.</li>
<li>DST Data stream mining tasks:<ul>
<li>DSAggregate Data stream aggregator</li>
<li>DSC Data stream clustering</li>
<li>DSClassifier Data stream classifiers</li>
<li>DSOutlier Data stream outlier detectors</li>
<li>DSRegressor Data stream regressors</li>
</ul></li>
</ul>

Key Classes

Maintainer: Michael Hahsler <a href="/link/mhahsler%40lyle.smu.edu?package=stream&version=2.0-3" data-mini-rdoc="stream::mhahsler@lyle.smu.edu">mhahsler@lyle.smu.edu</a> (<a href="https://orcid.org/0000-0003-2716-1405">ORCID</a>) [copyright holder]
Other contributors:<ul>
<li>Matthew Bolaños [contributor]</li>
<li>John Forrest [contributor]</li>
<li>Matthias Carnein [contributor]</li>
<li>Dennis Assenmacher [contributor]</li>
<li>Dalibor Krleža [contributor]</li>
</ul>

Author

stream: Infrastructure for Data Stream Mining — stream-package

<ul>
<li>DSD Data stream data and DSF data stream filter to transform data streams in flight.</li>
<li>DST Data stream mining tasks:<ul>
<li>DSAggregate Data stream aggregator</li>
<li>DSC Data stream clustering</li>
<li>DSClassifier Data stream classifiers</li>
<li>DSOutlier Data stream outlier detectors</li>
<li>DSRegressor Data stream regressors</li>
</ul></li>
</ul>

Maintainer: Michael Hahsler <a href='mailto:mhahsler@lyle.smu.edu'>mhahsler@lyle.smu.edu</a> (<a href='https://orcid.org/0000-0003-2716-1405'>ORCID</a>) [copyright holder]
Other contributors:<ul>
<li>Matthew Bolaños [contributor]</li>
<li>John Forrest [contributor]</li>
<li>Matthias Carnein [contributor]</li>
<li>Dennis Assenmacher [contributor]</li>
<li>Dalibor Krleža [contributor]</li>
</ul>

stream-package: stream: Infrastructure for Data Stream Mining

Description

Arguments

Key Classes

Author

See Also