Class: Metric

A scoring function used by Evaluate or teleprompters.

 classDiagram
    class Metric
    click Metric href "../Metric/"
      NamedThing <|-- Metric
        click NamedThing href "../NamedThing/"

      Metric : description

      Metric : fn_path

      Metric : higher_is_better

      Metric : id

      Metric : name

Inheritance

NamedThing
- Metric

Slots

Name	Cardinality and Range	Description	Inheritance
fn_path	1 String	Dotted import path of the metric callable	direct
higher_is_better	0..1 Boolean		direct
id	1 Identifier	Stable opaque identifier for an instance	NamedThing
name	0..1 String	Short human-readable name	NamedThing
description	0..1 String	Free-form description	NamedThing

In Subsets

Evaluation

Identifier and Mapping Information

Schema Source

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

Mappings

Mapping Type	Mapped Value
self	dspy:Metric
native	dspy:Metric
related	nist_ai_100_1:TrustworthinessCharacteristic
close	nexus:MetricConfig, mellea:TelemetryMetricSpec

LinkML Source

Direct

name: Metric
description: A scoring function used by ``Evaluate`` or teleprompters.
in_subset:
- evaluation
from_schema: https://w3id.org/lmodel/dspy
close_mappings:
- nexus:MetricConfig
- mellea:TelemetryMetricSpec
related_mappings:
- nist_ai_100_1:TrustworthinessCharacteristic
is_a: NamedThing
attributes:
  fn_path:
    name: fn_path
    description: Dotted import path of the metric callable.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    domain_of:
    - Metric
    range: string
    required: true
  higher_is_better:
    name: higher_is_better
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    ifabsent: boolean(True)
    domain_of:
    - Metric
    range: boolean

Induced

name: Metric
description: A scoring function used by ``Evaluate`` or teleprompters.
in_subset:
- evaluation
from_schema: https://w3id.org/lmodel/dspy
close_mappings:
- nexus:MetricConfig
- mellea:TelemetryMetricSpec
related_mappings:
- nist_ai_100_1:TrustworthinessCharacteristic
is_a: NamedThing
attributes:
  fn_path:
    name: fn_path
    description: Dotted import path of the metric callable.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: Metric
    domain_of:
    - Metric
    range: string
    required: true
  higher_is_better:
    name: higher_is_better
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    ifabsent: boolean(True)
    owner: Metric
    domain_of:
    - Metric
    range: boolean
  id:
    name: id
    description: Stable opaque identifier for an instance.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    owner: Metric
    domain_of:
    - NamedThing
    range: Identifier
    required: true
  name:
    name: name
    description: Short human-readable name.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    slot_uri: rdfs:label
    owner: Metric
    domain_of:
    - NamedThing
    - LMToolCallPart
    - LMMessage
    - LMToolSpec
    range: string
  description:
    name: description
    description: Free-form description.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    slot_uri: dct:description
    owner: Metric
    domain_of:
    - NamedThing
    - LMToolSpec
    range: string