openml.OpenMLTask

class openml.OpenMLTask(task_id: Optional[int], task_type_id: int, task_type: str, data_set_id: int, estimation_procedure_id: int = 1, estimation_procedure_type: Optional[str] = None, estimation_parameters: Optional[Dict[str, str]] = None, evaluation_measure: Optional[str] = None, data_splits_url: Optional[str] = None)

OpenML Task object.

Parameters
task_type_idint

Refers to the type of task.

task_typestr

Refers to the task.

data_set_id: int

Refers to the data.

estimation_procedure_id: int

Refers to the type of estimates used.

download_split(self) → openml.tasks.split.OpenMLSplit

Download the OpenML split for a given task.

get_dataset(self) → openml.datasets.dataset.OpenMLDataset

Download dataset associated with task

publish(self) → int

Publish task to OpenML server.

Returns
task_id: int

Returns the id of the uploaded task if successful.

push_tag(self, tag: str)

Annotates this task with a tag on the server.

Parameters
tagstr

Tag to attach to the task.

remove_tag(self, tag: str)

Removes a tag from this task on the server.

Parameters
tagstr

Tag to attach to the task.