TargetSpec#

class skactiveml.utils.TargetSpec(task: str, target_type: str, annotation_type: str, classes: tuple | None)[source]#

Immutable description of resolved target semantics.

Parameters:

task“classification” or “regression”: The prediction task.
target_type“single-output” or “multi-label” or “multi-output”: The resolved structure of one sample’s target.
annotation_type“single-annotator” or “multi-annotator”: Whether observations come from one or multiple annotators.
classestuple or None: The normalized immutable class vocabulary for classification, or None for regression. Single-output classification stores one tuple; multi-label classification stores one binary tuple per label output.

Methods

Attributes