eventstream: Streaming Events and their Early Classification

Implements event extraction and early classification of events in data streams in R. It has the functionality to generate 2-dimensional data streams with events belonging to 2 classes. These events can be extracted and features computed. The event features extracted from incomplete-events can be classified using a partial-observations-classifier (Kandanaarachchi et al. 2018) <doi:10.1371/journal.pone.0236331>.

Version: 0.1.1
Depends: R (≥ 3.4.0)
Imports: abind, tensorA, glmnet, dbscan, MASS, changepoint, dplyr
Suggests: knitr, rmarkdown
Published: 2022-05-16
DOI: 10.32614/CRAN.package.eventstream
Author: Sevvandi Kandanaarachchi ORCID iD [aut, cre]
Maintainer: Sevvandi Kandanaarachchi <sevvandik at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: eventstream results


Reference manual: eventstream.pdf


Package source: eventstream_0.1.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): eventstream_0.1.1.tgz, r-oldrel (arm64): eventstream_0.1.1.tgz, r-release (x86_64): eventstream_0.1.1.tgz, r-oldrel (x86_64): eventstream_0.1.1.tgz
Old sources: eventstream archive


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