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bdlp (version 0.9-2)

Transparent and Reproducible Artificial Data Generation

Description

The main function generateDataset() processes a user-supplied .R file that contains metadata parameters in order to generate actual data. The metadata parameters have to be structured in the form of metadata objects, the format of which is outlined in the package vignette. This approach allows to generate artificial data in a transparent and reproducible manner.

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Version

Install

install.packages('bdlp')

Monthly Downloads

210

Version

0.9-2

License

GPL-2

Maintainer

Rainer Dangl

Last Published

January 10th, 2021

Functions in bdlp (0.9-2)

deleteCluster

Delete a cluster from a metadata object
metadata.ordinal-class

A class that represents a metadata object for ordinal data
metadata.metric-class

A class that represents a metadata object for metric data
plotMetadata,metadata.functional-method

Plot a metadata object
plotMetadata,metadata.metric-method

Plot a metadata object
getRandomstrings

Generates random strings
plotMetadata,metadata.binary-method

Plot a metadata object
plot3dMetadata

3d plot of a metric metadata object
generateDatabase

Generates a number of datasets from one metadata scenario
sampleGrid

Sample grid points for functional data
metadata.randomstring-class

A class that represents a metadata object for string data
plot3dMetadata,metadata.metric-method

3d plot of a metric metadata object
summarizeSetup

Returns the setup summary
metadata.general-class

A class to represent a metadata object
metadata.functional-class

A class that represents a metadata object for functional data
plotMetadata,metadata.ordinal-method

Plot a metadata object
plotMetadata

Plot a metadata object
metadata.binary-class

A class that represents a metadata object for binary data
initializeObject

Initialize a new metadata object
saveSetup

Saves a list of metadata objects to a new setup file
generateData,metadata.randomstring-method

Generate a dataset from a metadata object
generateData,metadata.functional-method

Generate a dataset from a metadata object
generateData,metadata.ordinal-method

Generate a dataset from a metadata object
createFileskeleton

Create a new setup file template
generateData,metadata.metric-method

Generate a dataset from a metadata object
generateData

Generate a dataset from a metadata object
generateData,metadata.binary-method

Generate a dataset from a metadata object
addCluster

Add an empty cluster to a metadata object
checkSetup

Performs various consistency checks on a setup file