[aut, cre]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
[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 |
| 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: eventstream_0.1.0.tgz, r-oldrel: eventstream_0.1.0.tgz |
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