listOMLDataSets

0th

Percentile

List the first 5000 OpenML data sets.

The returned data.frame contains the data set id “data.id”, the “status” (“active”, “deactivated”, “in_preparation”) and describing data qualities. Note that by default only the first 5000 data sets will be returned (due to the argument “limit = 5000”).

Usage
listOMLDataSets(number.of.instances = NULL, number.of.features = NULL,
  number.of.classes = NULL, number.of.missing.values = NULL, tag = NULL,
  data.name = NULL, limit = 5000, offset = NULL, status = "active",
  verbosity = NULL)
Arguments
number.of.instances

[numeric(1) | numeric(2)] If not NULL, subsets the entries with respect to the given values or, if a vector of length 2 is passed, the given ranges.

number.of.features

[numeric(1) | numeric(2)] If not NULL, it subsets the entries with respect to the given values or, if a vector of length 2 is passed, the given range.

number.of.classes

[numeric(1) | numeric(2)] If not NULL, subsets the entries with respect to the given values or, if a vector of length 2 is passed, the given ranges.

number.of.missing.values

[numeric(1) | numeric(2)] If not NULL, subsets the entries with respect to the given values or, if a vector of length 2 is passed, the given ranges.

tag

[character] If not NULL only entries with the corresponding tags are listed.

data.name

[character(1)] Name of the data set.

limit

[numeric(1)] Optional. The maximum number of entries to return. Without specifying offset, it returns the first 'limit' entries. Setting limit = NULL returns all available entries.

offset

[numeric(1)] Optional. The offset to start from. Should be indices starting from 0, which do not refer to IDs. Is ignored when no limit is given.

status

[character] Subsets the results according to the status. Possible values are {"active", "deactivated", "in_preparation"}. Default is "active".

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

[data.frame].

Note

This function is memoised. I.e., if you call this function twice in a running R session, the first call will query the server and store the results in memory while the second and all subsequent calls will return the cached results from the first call. You can reset the cache by calling forget on the function manually.

See Also

Other listing functions: chunkOMLlist, listOMLDataSetQualities, listOMLEstimationProcedures, listOMLEvaluationMeasures, listOMLFlows, listOMLRuns, listOMLSetup, listOMLStudies, listOMLTaskTypes, listOMLTasks

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

Aliases
  • listOMLDataSets
Examples
# NOT RUN {
	datasets = listOMLDataSets()
	tail(datasets)
# }
Documentation reproduced from package OpenML, version 1.7, License: BSD_3_clause + file LICENSE

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