OMLDataSetDescription {OpenML} | R Documentation |
Construct OMLDataSetDescription.
Description
Creates a description for an OMLDataSet. To see a full list of all elements, please see the documentation.
Usage
makeOMLDataSetDescription(
id = 0L,
name,
version = "0",
description,
format = "ARFF",
creator = NA_character_,
contributor = NA_character_,
collection.date = NA_character_,
upload.date = as.POSIXct(Sys.time()),
language = NA_character_,
licence = NA_character_,
url = NA_character_,
default.target.attribute = NA_character_,
row.id.attribute = NA_character_,
ignore.attribute = NA_character_,
version.label = NA_character_,
citation = NA_character_,
visibility = NA_character_,
original.data.url = NA_character_,
paper.url = NA_character_,
update.comment = NA_character_,
md5.checksum = NA_character_,
status = NA_character_,
tags = NA_character_
)
Arguments
id |
[ |
name |
[ |
version |
[ |
description |
[ |
format |
[ |
creator |
[ |
contributor |
[ |
collection.date |
[ |
upload.date |
[ |
language |
[ |
licence |
[ |
url |
[ |
default.target.attribute |
[ |
row.id.attribute |
[ |
ignore.attribute |
[ |
version.label |
[ |
citation |
[ |
visibility |
[ |
original.data.url |
[ |
paper.url |
[ |
update.comment |
[ |
md5.checksum |
[ |
status |
[ |
tags |
[ |
See Also
Other data set-related functions:
OMLDataSet
,
convertMlrTaskToOMLDataSet()
,
convertOMLDataSetToMlr()
,
deleteOMLObject()
,
getOMLDataSet()
,
listOMLDataSets()
,
tagOMLObject()
,
uploadOMLDataSet()
Examples
data("airquality")
dsc = "Daily air quality measurements in New York, May to September 1973.
This data is taken from R."
cit = "Chambers, J. M., Cleveland, W. S., Kleiner, B. and Tukey, P. A. (1983) Graphical
Methods for Data Analysis. Belmont, CA: Wadsworth."
desc_airquality = makeOMLDataSetDescription(name = "airquality",
description = dsc,
creator = "New York State Department of Conservation (ozone data) and the National
Weather Service (meteorological data)",
collection.date = "May 1, 1973 to September 30, 1973",
language = "English",
licence = "GPL-2",
url = "https://stat.ethz.ch/R-manual/R-devel/library/datasets/html/00Index.html",
default.target.attribute = "Ozone",
citation = cit,
tags = "R")
airquality_oml = makeOMLDataSet(desc = desc_airquality,
data = airquality,
colnames.old = colnames(airquality),
colnames.new = colnames(airquality),
target.features = "Ozone")