bdlp: A Package for Transparent Artificial Data Generation

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.

AuthorRainer Dangl [aut, cre]
Date of publication2016-09-26 10:43:51
MaintainerRainer Dangl <rainer.dangl@boku.ac.at>
LicenseGPL-2
Version1.0

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

Functions

addCluster Man page
checkSetup Man page
createFileskeleton Man page
deleteCluster Man page
generateData Man page
generateDatabase Man page
generateData,metadata.binary-method Man page
generateData,metadata.functional-method Man page
generateData,metadata.metric-method Man page
generateData,metadata.ordinal-method Man page
generateData,metadata.randomstring-method Man page
getRandomstrings Man page
initializeObject Man page
metadata.binary-class Man page
metadata.functional-class Man page
metadata.general-class Man page
metadata.metric-class Man page
metadata.ordinal-class Man page
metadata.randomstring-class Man page
plot3dMetadata Man page
plot3dMetadata,metadata.metric-method Man page
plotMetadata Man page
plotMetadata,metadata.binary-method Man page
plotMetadata,metadata.functional-method Man page
plotMetadata,metadata.metric-method Man page
plotMetadata,metadata.ordinal-method Man page
sampleGrid Man page
saveSetup Man page
summarizeSetup Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.