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DESCRIPTION
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Package: eventstream
Type: Package
Title: Streaming Events and their Early Classification
Version: 0.1.1
Maintainer: Sevvandi Kandanaarachchi <[email protected]>
Authors@R: person("Sevvandi", "Kandanaarachchi", email = "[email protected]",
role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0337-0395"))
Description: 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>.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Imports:
abind,
tensorA,
glmnet,
dbscan,
MASS,
changepoint,
dplyr
URL: https://sevvandi.github.io/eventstream/index.html
RoxygenNote: 7.1.2
Suggests:
knitr,
rmarkdown
Depends:
R (>= 3.4.0)