OpenML (version 1.12)

listOMLTasks: List the first 5000 OpenML tasks.

Description

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

Usage

listOMLTasks(
  task.type = NULL,
  estimation.procedure = NULL,
  evaluation.measures = NULL,
  number.of.instances = NULL,
  number.of.features = NULL,
  number.of.classes = NULL,
  number.of.missing.values = NULL,
  tag = NULL,
  data.name = NULL,
  data.tag = NULL,
  limit = 5000,
  offset = NULL,
  status = "active",
  verbosity = NULL
)

Value

[data.frame].

Arguments

task.type

[character(1)]
If not NULL, only tasks belonging to the given task type are listed. Use listOMLTaskTypes()$name to see possible values for task.type. The default is NULL, which means that tasks with all available task types are listed.

estimation.procedure

[character]
If not NULL, only tasks belonging the given estimation procedures are listed. Use listOMLEstimationProcedures()$name to see possible values for estimation.procedure. The default is NULL, which means that tasks with all available estimation procedures are listed.

evaluation.measures

[character]
If not NULL, only tasks belonging the given evaluation measures are listed. Use listOMLEvaluationMeasures()$name to see possible values for evaluation.measures. The default is NULL, which means that tasks with all available evaluation measures are listed.

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.

data.tag

[character(1)]
Refers to the tag of the dataset the task is based on. If not NULL only tasks with the corresponding data.tag are listed.

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", "all"}. 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.

See Also

Other listing functions: chunkOMLlist(), listOMLDataSetQualities(), listOMLDataSets(), listOMLEstimationProcedures(), listOMLEvaluationMeasures(), listOMLFlows(), listOMLRuns(), listOMLSetup(), listOMLStudies(), listOMLTaskTypes()

Other task-related functions: convertOMLTaskToMlr(), deleteOMLObject(), getOMLTask(), listOMLTaskTypes(), makeOMLTask(), tagOMLObject()

Examples

# \dontrun{
# 	tasks = listOMLTasks()
# 	head(tasks)
# }