Enum: DataLabelType

Categories of target label produced or consumed by ML workflows.

Permissible Values

Value	Meaning	Description
categorical	None	Discrete unordered class labels
binary	None	Two-class label (typically positive / negative)
ordinal	None	Discrete ordered labels
numeric	None	Continuous numeric target value
structured	None	Composite or graph-structured label
sequence	None	Ordered sequence of label tokens (e
graph	None	Graph-structured label such as a parse tree or relational structure
none	None	No explicit label (unsupervised or self-supervised setting)

Slots

Name	Description
label_type	Type of target label associated with a dataset, sample or annotation (Clause ...
output_label_type	Type of output label produced by a task, when applicable

In Subsets

Terminology

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/lmodel/iso22989

LinkML Source

name: DataLabelType
description: Categories of target label produced or consumed by ML workflows.
in_subset:
- terminology
from_schema: https://w3id.org/lmodel/iso22989
rank: 1000
permissible_values:
  categorical:
    text: categorical
    description: Discrete unordered class labels.
  binary:
    text: binary
    description: Two-class label (typically positive / negative).
  ordinal:
    text: ordinal
    description: Discrete ordered labels.
  numeric:
    text: numeric
    description: Continuous numeric target value.
  structured:
    text: structured
    description: Composite or graph-structured label.
  sequence:
    text: sequence
    description: Ordered sequence of label tokens (e.g. sequence labelling, structured
      prediction).
  graph:
    text: graph
    description: Graph-structured label such as a parse tree or relational structure.
  none:
    text: none
    description: No explicit label (unsupervised or self-supervised setting).