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GENEAclassify
View on CRAN: Click
here
Download and install GENEAclassify package within the R console
Install from CRAN:
install.packages("GENEAclassify")
Install from Github:
library("remotes")
install_github("cran/GENEAclassify")
Install by package version:
library("remotes")
install_version("GENEAclassify", "1.5.5")
Attach the package and use:
library("GENEAclassify")
Maintained by
Jia Ying Chua
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.GENEAclassify . GENEAclassify results . GENEAclassify.pdf . GENEAclassifyDemo . GENEAclassify_1.5.5.tar.gz . GENEAclassify_1.5.5.zip . GENEAclassify_1.5.5.zip . GENEAclassify_1.5.5.zip . GENEAclassify_1.5.5.tgz . GENEAclassify_1.5.5.tgz . GENEAclassify_1.5.5.tgz . GENEAclassify_1.5.5.tgz . GENEAclassify_1.5.5.tgz . GENEAclassify_1.5.5.tgz . GENEAclassify archive . https://CRAN.R-project.org/package=GENEAclassify .
First Published: 2017-08-30
Latest Update: 2024-02-19
Description:
Segmentation and classification procedures for data from the 'Activinsights GENEActiv' accelerometer that provides the user with a model to guess behaviour from test data where behaviour is missing.
Includes a step counting algorithm, a function to create segmented data with custom features and a function to use recursive partitioning provided in the function rpart() of the 'rpart' package to create classification models.
How to cite:
Jia Ying Chua (2017). GENEAclassify: Segmentation and Classification of Accelerometer Data. R package version 1.5.5, https://cran.r-project.org/web/packages/GENEAclassify. Accessed 10 Apr. 2025.
Previous versions and publish date:
1.4.5 (2017-08-30 13:29), 1.4.7 (2018-01-08 22:29), 1.4.8 (2018-01-16 16:46), 1.4.9 (2018-02-13 17:25), 1.4.11 (2018-03-29 11:34), 1.4.12 (2018-07-07 17:40), 1.4.13 (2018-08-02 15:10), 1.4.14 (2018-08-13 15:50), 1.4.16 (2018-11-16 17:30), 1.4.17 (2019-05-14 16:30), 1.4.18 (2019-08-21 19:20), 1.5.1 (2020-09-02 13:20), 1.5.2 (2021-01-05 20:40), 1.5.3 (2022-09-25 17:10), 1.5.4 (2023-03-22 09:10)
Other packages that cited GENEAclassify R package
View GENEAclassify citation profile
Other R packages that GENEAclassify depends,
imports, suggests or enhances
Complete documentation for GENEAclassify
Functions, R codes and Examples using
the GENEAclassify R package
Some associated functions: CirDisp . CirKurt . CirSD . CirSkew . CirVar . GENEAclassify-package . GENEAcount . GENEAratio . GENEAskew . MeanDir . TrainingData . abssumdiff . changeTimes . classifyGENEA . createGENEAmodel . dataImport . degrees . features . find_peaks . getGENEAsegments . head.GENEAbin . impact . inGroup . levels.GENEA . meandiff . radians . removeShortSegments . sddiff . segmentation . sod . stepCounter . sumdiff . summariseCols . trainingFit . updown .
Some associated R codes: changeTimes.R . classifyGENEA.R . createGENEAmodel.R . dataImport.R . getGENEAsegments.R . methodsGENEA.R . removeShortSegments.R . segmentation.R . statistics.R . stepCounter.R . summariseCols.R . Full GENEAclassify package functions and examples
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