readMLData: Reading Machine Learning Benchmark Data Sets in Different Formats

Functions for reading data sets in different formats for testing machine learning tools are provided. This allows to run a loop over several data sets in their original form, for example if they are downloaded from UCI Machine Learning Repository. The data are not part of the package and have to be downloaded separately.

Author
Petr Savicky
Date of publication
2015-01-13 12:10:48
Maintainer
Petr Savicky <savicky@cs.cas.cz>
License
GPL-3
Version
0.9-7
URLs

View on CRAN

Man pages

analyzaData
Determine the type of values in each column of a data frame.
checkConsistency
Checks consistency of the data frame 'dsList'.
checkType
Compares the type of columns stored in 'dsList' and in a data...
dsDownload
Run an external tool to download a data set.
dsRead
Loading machine learning data from a directory tree using a...
dsSearch
Search a dataset by string matching against the names stored...
dsSort
Sort the rows of a data frame.
getAvailable
Checks consistency of the data frame 'dsList'.
getFields
Prints the information on the fields in the data frame...
getPath
Determine the path to package example directories.
getType
Determines the type vector for an input data set.
prepareDSList
Prepares a data frame 'dsList', which describes the data...
readMLData-package
Reading data from different sources in their original format.
xml
Handling XML files.

Files in this package

readMLData
readMLData/inst
readMLData/inst/exampleDescription
readMLData/inst/exampleDescription/contents.xml
readMLData/inst/exampleDescription/scripts
readMLData/inst/exampleDescription/scripts/wine.R
readMLData/inst/exampleDescription/scripts/annealing.R
readMLData/inst/exampleDescription/scripts/glass.R
readMLData/inst/exampleDescription/README
readMLData/inst/exampleData
readMLData/inst/exampleData/wine
readMLData/inst/exampleData/wine/wine.data
readMLData/inst/exampleData/glass
readMLData/inst/exampleData/glass/glass.data
readMLData/inst/exampleData/annealing
readMLData/inst/exampleData/annealing/anneal.test
readMLData/inst/exampleData/annealing/anneal.data
readMLData/NAMESPACE
readMLData/R
readMLData/R/utils.R
readMLData/R/check.R
readMLData/R/XML.R
readMLData/R/functions.R
readMLData/MD5
readMLData/DESCRIPTION
readMLData/ChangeLog
readMLData/man
readMLData/man/xml.Rd
readMLData/man/getFields.Rd
readMLData/man/dsSearch.Rd
readMLData/man/checkType.Rd
readMLData/man/prepareDSList.Rd
readMLData/man/analyzaData.Rd
readMLData/man/dsSort.Rd
readMLData/man/getType.Rd
readMLData/man/getAvailable.Rd
readMLData/man/checkConsistency.Rd
readMLData/man/getPath.Rd
readMLData/man/readMLData-package.Rd
readMLData/man/dsRead.Rd
readMLData/man/dsDownload.Rd