CRAN/E | eventstream

eventstream

Streaming Events and their Early Classification

Installation

About

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.

sevvandi.github.io/eventstream/index.html

Key Metrics

Version 0.1.1
R ≥ 3.4.0
Published 2022-05-16 566 days ago
Needs compilation? no
License MIT
License File
CRAN checks eventstream results

Downloads

Last 24 hours 6 -54%
Last 7 days 54 +74%
Last 30 days 187 +15%
Last 90 days 484 +17%
Last 365 days 2.032 -36%

Maintainer

Maintainer

Sevvandi Kandanaarachchi

sevvandik@gmail.com

Authors

Sevvandi Kandanaarachchi

aut / cre

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

eventstream archive

Depends

R ≥ 3.4.0

Imports

abind
tensorA
glmnet
dbscan
MASS
changepoint
dplyr

Suggests

knitr
rmarkdown