Class: MetricConfig
Configuration for evaluation metrics
URI: nexus:metricconfig
classDiagram
class MetricConfig
click MetricConfig href "../MetricConfig/"
Entity <|-- MetricConfig
click Entity href "../Entity/"
MetricConfig : broad_mappings
MetricConfig --> "*" Any : broad_mappings
click Any href "../Any/"
MetricConfig : close_mappings
MetricConfig --> "*" Any : close_mappings
click Any href "../Any/"
MetricConfig : dateCreated
MetricConfig : dateModified
MetricConfig : description
MetricConfig : exact_mappings
MetricConfig --> "*" Any : exact_mappings
click Any href "../Any/"
MetricConfig : id
MetricConfig : isCategorizedAs
MetricConfig --> "*" Any : isCategorizedAs
click Any href "../Any/"
MetricConfig : lower_is_better
MetricConfig : max_score
MetricConfig : min_score
MetricConfig : name
MetricConfig : narrow_mappings
MetricConfig --> "*" Any : narrow_mappings
click Any href "../Any/"
MetricConfig : related_mappings
MetricConfig --> "*" Any : related_mappings
click Any href "../Any/"
MetricConfig : score_type
MetricConfig : url
Inheritance
- Entity
- MetricConfig
Class Properties
| Property | Value |
|---|---|
| Class URI | nexus:metricconfig |
Slots
| Name | Cardinality and Range | Description | Inheritance |
|---|---|---|---|
| lower_is_better | 0..1 Boolean |
Whether lower scores are better | direct |
| score_type | 0..1 String |
Type of score (e | direct |
| min_score | 0..1 Float |
Minimum possible score | direct |
| max_score | 0..1 Float |
Maximum possible score | direct |
| id | 1 String |
A unique identifier to this instance of the model element | Entity |
| name | 0..1 String |
A text name of this instance | Entity |
| description | 0..1 String |
The description of an entity | Entity |
| url | 0..1 Uri |
An optional URL associated with this instance | Entity |
| dateCreated | 0..1 Date |
The date on which the entity was created | Entity |
| dateModified | 0..1 Date |
The date on which the entity was most recently modified | Entity |
| exact_mappings | * Any |
The property is used to link two concepts, indicating a high degree of confid... | Entity |
| close_mappings | * Any |
The property is used to link two concepts that are sufficiently similar that ... | Entity |
| related_mappings | * Any |
The property skos:relatedMatch is used to state an associative mapping link b... | Entity |
| narrow_mappings | * Any |
The property is used to state a hierarchical mapping link between two concept... | Entity |
| broad_mappings | * Any |
The property is used to state a hierarchical mapping link between two concept... | Entity |
| isCategorizedAs | * Any |
A relationship where an entity has been deemed to be categorized | Entity |
Usages
| used by | used in | type | used |
|---|---|---|---|
| EvaluationResultRecord | hasMetricConfig | range | MetricConfig |
Identifier and Mapping Information
Schema Source
- from schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
Mappings
| Mapping Type | Mapped Value |
|---|---|
| self | nexus:metricconfig |
| native | nexus:MetricConfig |
LinkML Source
Direct
```yaml
name: MetricConfig
description: Configuration for evaluation metrics
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Entity
attributes:
lower_is_better:
name: lower_is_better
description: Whether lower scores are better
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai_eval
rank: 1000
domain_of:
- MetricConfig
range: boolean
score_type:
name: score_type
description: Type of score (e.g., continuous)
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai_eval
rank: 1000
domain_of:
- MetricConfig
range: string
min_score:
name: min_score
description: Minimum possible score
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai_eval
rank: 1000
domain_of:
- MetricConfig
range: float
max_score:
name: max_score
description: Maximum possible score
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai_eval
rank: 1000
domain_of:
- MetricConfig
range: float
class_uri: nexus:metricconfig
````
Induced
```yaml
name: MetricConfig
description: Configuration for evaluation metrics
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Entity
attributes:
lower_is_better:
name: lower_is_better
description: Whether lower scores are better
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai_eval
rank: 1000
alias: lower_is_better
owner: MetricConfig
domain_of:
- MetricConfig
range: boolean
score_type:
name: score_type
description: Type of score (e.g., continuous)
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai_eval
rank: 1000
alias: score_type
owner: MetricConfig
domain_of:
- MetricConfig
range: string
min_score:
name: min_score
description: Minimum possible score
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai_eval
rank: 1000
alias: min_score
owner: MetricConfig
domain_of:
- MetricConfig
range: float
max_score:
name: max_score
description: Maximum possible score
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai_eval
rank: 1000
alias: max_score
owner: MetricConfig
domain_of:
- MetricConfig
range: float
id:
name: id
description: A unique identifier to this instance of the model element. Example
identifiers include UUID, URI, URN, etc.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:identifier
identifier: true
alias: id
owner: MetricConfig
domain_of:
- Entity
range: string
required: true
name:
name: name
description: A text name of this instance.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:name
alias: name
owner: MetricConfig
domain_of:
- Entity
- BenchmarkMetadataCard
range: string
description:
name: description
description: The description of an entity
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:description
alias: description
owner: MetricConfig
domain_of:
- Entity
range: string
url:
name: url
description: An optional URL associated with this instance.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:url
alias: url
owner: MetricConfig
domain_of:
- Entity
range: uri
dateCreated:
name: dateCreated
description: The date on which the entity was created.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:dateCreated
alias: dateCreated
owner: MetricConfig
domain_of:
- Entity
range: date
required: false
dateModified:
name: dateModified
description: The date on which the entity was most recently modified.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:dateModified
alias: dateModified
owner: MetricConfig
domain_of:
- Entity
range: date
required: false
exact_mappings:
name: exact_mappings
description: The property is used to link two concepts, indicating a high degree
of confidence that the concepts can be used interchangeably across a wide range
of information retrieval applications
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:exactMatch
alias: exact_mappings
owner: MetricConfig
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
close_mappings:
name: close_mappings
description: The property is used to link two concepts that are sufficiently similar
that they can be used interchangeably in some information retrieval applications.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:closeMatch
alias: close_mappings
owner: MetricConfig
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
related_mappings:
name: related_mappings
description: The property skos:relatedMatch is used to state an associative mapping
link between two concepts.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:relatedMatch
alias: related_mappings
owner: MetricConfig
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
narrow_mappings:
name: narrow_mappings
description: The property is used to state a hierarchical mapping link between
two concepts, indicating that the concept linked to, is a narrower concept than
the originating concept.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:narrowMatch
alias: narrow_mappings
owner: MetricConfig
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
broad_mappings:
name: broad_mappings
description: The property is used to state a hierarchical mapping link between
two concepts, indicating that the concept linked to, is a broader concept than
the originating concept.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:broadMatch
alias: broad_mappings
owner: MetricConfig
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
isCategorizedAs:
name: isCategorizedAs
description: A relationship where an entity has been deemed to be categorized
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: nexus:isCategorizedAs
alias: isCategorizedAs
owner: MetricConfig
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
class_uri: nexus:metricconfig
````