bdlp: A Package for Transparent Artificial Data Generation

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The main function generateDataset can process .R files that contain descriptions of artificial data metadata and also store new files. The format of these benchmark setup files is outlined in the package vignette, the respective classes of metadata are defined in the package.

Author
Rainer Dangl [aut, cre]
Date of publication
2016-09-26 10:43:51
Maintainer
Rainer Dangl <rainer.dangl@boku.ac.at>
License
GPL-2
Version
1.0

View on R-Forge

Man pages

addCluster
Add an empty cluster to a metadata object
checkSetup
Performs various consistency checks on a setup file
createFileskeleton
Create a new setup file template
deleteCluster
Delete a cluster from a metadata object
generateData
Generate a dataset from a metadata object
generateDatabase
Generates a number of datasets from one metadata scenario
generateData-metadata.binary-method
Generate a dataset from a metadata object
generateData-metadata.functional-method
Generate a dataset from a metadata object
generateData-metadata.metric-method
Generate a dataset from a metadata object
generateData-metadata.ordinal-method
Generate a dataset from a metadata object
generateData-metadata.randomstring-method
Generate a dataset from a metadata object
getRandomstrings
Generates random strings
initializeObject
Initialize a new metadata object
metadata.binary-class
A class that represents a metadata object for binary data
metadata.functional-class
A class that represents a metadata object for functional data
metadata.general-class
A class to represent a metadata object
metadata.metric-class
A class that represents a metadata object for metric data
metadata.ordinal-class
A class that represents a metadata object for ordinal data
metadata.randomstring-class
A class that represents a metadata object for string data
plot3dMetadata
3d plot of a metric metadata object
plot3dMetadata-metadata.metric-method
3d plot of a metric metadata object
plotMetadata
Plot a metadata object
plotMetadata-metadata.binary-method
Plot a metadata object
plotMetadata-metadata.functional-method
Plot a metadata object
plotMetadata-metadata.metric-method
Plot a metadata object
plotMetadata-metadata.ordinal-method
Plot a metadata object
sampleGrid
Sample grid points for functional data
saveSetup
Saves a list of metadata objects to a new setup file
summarizeSetup
Returns the setup summary

Files in this package

bdlp/DESCRIPTION
bdlp/NAMESPACE
bdlp/R
bdlp/R/classes.R
bdlp/R/data.R
bdlp/R/misc.R
bdlp/R/update.R
bdlp/build
bdlp/build/vignette.rds
bdlp/inst
bdlp/inst/dangl2014.R
bdlp/inst/doc
bdlp/inst/doc/bdlp.Rmd
bdlp/inst/doc/bdlp.html
bdlp/man
bdlp/man/addCluster.Rd
bdlp/man/checkSetup.Rd
bdlp/man/createFileskeleton.Rd
bdlp/man/deleteCluster.Rd
bdlp/man/generateData-metadata.binary-method.Rd
bdlp/man/generateData-metadata.functional-method.Rd
bdlp/man/generateData-metadata.metric-method.Rd
bdlp/man/generateData-metadata.ordinal-method.Rd
bdlp/man/generateData-metadata.randomstring-method.Rd
bdlp/man/generateData.Rd
bdlp/man/generateDatabase.Rd
bdlp/man/getRandomstrings.Rd
bdlp/man/initializeObject.Rd
bdlp/man/metadata.binary-class.Rd
bdlp/man/metadata.functional-class.Rd
bdlp/man/metadata.general-class.Rd
bdlp/man/metadata.metric-class.Rd
bdlp/man/metadata.ordinal-class.Rd
bdlp/man/metadata.randomstring-class.Rd
bdlp/man/plot3dMetadata-metadata.metric-method.Rd
bdlp/man/plot3dMetadata.Rd
bdlp/man/plotMetadata-metadata.binary-method.Rd
bdlp/man/plotMetadata-metadata.functional-method.Rd
bdlp/man/plotMetadata-metadata.metric-method.Rd
bdlp/man/plotMetadata-metadata.ordinal-method.Rd
bdlp/man/plotMetadata.Rd
bdlp/man/sampleGrid.Rd
bdlp/man/saveSetup.Rd
bdlp/man/summarizeSetup.Rd
bdlp/vignettes
bdlp/vignettes/bdlp.Rmd