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>.

Getting started

Package details

AuthorSevvandi Kandanaarachchi [aut, cre] (<https://orcid.org/0000-0002-0337-0395>)
MaintainerSevvandi Kandanaarachchi <sevvandik@gmail.com>
LicenseMIT + file LICENSE
Version0.1.1
URL https://sevvandi.github.io/eventstream/index.html
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("eventstream")

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eventstream documentation built on May 16, 2022, 9:06 a.m.