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 [aut, cre] |
| Maintainer: | Sevvandi Kandanaarachchi <sevvandik at gmail.com> |
| License: | MIT + fileLICENSE |
| URL: | https://sevvandi.github.io/eventstream/index.html |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | eventstream results |
Documentation:
| Reference manual: | eventstream.html ,eventstream.pdf |
Downloads:
| Package source: | eventstream_0.1.1.tar.gz |
| Windows binaries: | r-devel:eventstream_0.1.1.zip, r-release:eventstream_0.1.1.zip, r-oldrel:eventstream_0.1.1.zip |
| 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 |
Linking:
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