getOMLDataSet: Get an OpenML data set.

In OpenML: Open Machine Learning and Open Data Platform

Description

Given a data set ID, the corresponding OMLDataSet will be downloaded (if not in cache) and returned.

Note that data splits and other task-related information are not included in an OMLDataSet. Tasks can be downloaded with getOMLTask.

Usage

getOMLDataSet(data.id = NULL, data.name = NULL, data.version = NULL,
  cache.only = FALSE, verbosity = NULL)

Arguments

data.id	[integer(1)] ID of the data set.
data.name	[character(1)] Data set name. This is an alternative to data.id. Default is NULL.
data.version	[integer(1)] Version number of the data set with name data.name. Default is NULL. Ignored if data.id is passed.
cache.only	[logical(1)] Only try to retrieve the object from cache. Will result in error if the object is not found. Default is FALSE.
verbosity	[integer(1)] Print verbose output on console? Possible values are: 0: normal output, 1: info output, 2: debug output. Default is set via setOMLConfig.

Value

[OMLDataSet].

Note

One of data.id or data.name must be passed.

See Also

Other downloading functions: getOMLDataSetQualities, getOMLFlow, getOMLRun, getOMLStudy, getOMLTask

Other data set-related functions: OMLDataSetDescription, OMLDataSet, convertMlrTaskToOMLDataSet, convertOMLDataSetToMlr, deleteOMLObject, listOMLDataSets, tagOMLObject, uploadOMLDataSet

Examples

# \dontrun{
# 	dat = getOMLDataSet(data.id = 9)
#
# 	# this object contains the data ($data)
# 	# and meta information
# 	str(dat, 1)
# 	summary(dat$data)
# }

Example output

Loading required package: mlr
Loading required package: ParamHelpers

OpenML documentation built on Sept. 21, 2019, 5:02 p.m.