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:10.13140/RG.2.2.10051.25129>.

Version: 0.1.0
Depends: R (≥ 3.4.0)
Imports: abind, tensorA, glmnet, AtmRay, dbscan, MASS, changepoint
Suggests: knitr, rmarkdown
Published: 2019-12-06
Author: Sevvandi Kandanaarachchi ORCID iD [aut, cre]
Maintainer: Sevvandi Kandanaarachchi <sevvandik at gmail.com>
License: MIT + file LICENSE
URL: https://sevvandi.github.io/eventstream/index.html
NeedsCompilation: no
Materials: README
CRAN checks: eventstream results

Downloads:

Reference manual: eventstream.pdf
Package source: eventstream_0.1.0.tar.gz
Windows binaries: r-devel: eventstream_0.1.0.zip, r-release: eventstream_0.1.0.zip, r-oldrel: eventstream_0.1.0.zip
macOS binaries: r-release (arm64): eventstream_0.1.0.tgz, r-release (x86_64): eventstream_0.1.0.tgz, r-oldrel: eventstream_0.1.0.tgz

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