Class: PerformanceMetric

URI: modelcard:PerformanceMetric

classDiagram class PerformanceMetric PerformanceMetric : confidence_interval PerformanceMetric : slice PerformanceMetric : threshold PerformanceMetric : type PerformanceMetric : value

Slots

Name	Cardinality and Range	Description
type	1..1 NONE	The type of performance metric
value	0..1 NONE	The value of the performance metric
confidence_interval	0..1 NONE	The confidence interval of the metric
threshold	0..1 xsd:float	The decision threshold the metric was computed on
slice	0..1 NONE	The name of the slice this metric was computed on

Usages

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/linkml/modelcard

Mappings

Mapping Type	Mapped Value
self	['modelcard:PerformanceMetric']
native	['modelcard:PerformanceMetric']

LinkML Specification

Direct

name: performance_metric
from_schema: https://w3id.org/linkml/modelcard
rank: 1000
slots:
- type
- value
- confidence_interval
- threshold
- slice
slot_usage:
  type:
    name: type
    description: The type of performance metric.
    domain_of:
    - performance_metric
    - performance_metric
    required: true
  value:
    name: value
    description: The value of the performance metric.
    domain_of:
    - performance_metric
    - performance_metric
  confidence_interval:
    name: confidence_interval
    description: The confidence interval of the metric.
    domain_of:
    - performance_metric
    - performance_metric
  threshold:
    name: threshold
    description: The decision threshold the metric was computed on.
    domain_of:
    - performance_metric
    - performance_metric
    range: float
  slice:
    name: slice
    description: The name of the slice this metric was computed on. By default, assume
      this metric is not sliced.
    domain_of:
    - performance_metric
    - performance_metric

Induced

name: performance_metric
from_schema: https://w3id.org/linkml/modelcard
rank: 1000
slot_usage:
  type:
    name: type
    description: The type of performance metric.
    domain_of:
    - performance_metric
    - performance_metric
    required: true
  value:
    name: value
    description: The value of the performance metric.
    domain_of:
    - performance_metric
    - performance_metric
  confidence_interval:
    name: confidence_interval
    description: The confidence interval of the metric.
    domain_of:
    - performance_metric
    - performance_metric
  threshold:
    name: threshold
    description: The decision threshold the metric was computed on.
    domain_of:
    - performance_metric
    - performance_metric
    range: float
  slice:
    name: slice
    description: The name of the slice this metric was computed on. By default, assume
      this metric is not sliced.
    domain_of:
    - performance_metric
    - performance_metric
attributes:
  type:
    name: type
    description: The type of performance metric.
    from_schema: https://w3id.org/linkml/modelcard
    rank: 1000
    alias: type
    owner: performance_metric
    domain_of:
    - performance_metric
    - performance_metric
    required: true
  value:
    name: value
    description: The value of the performance metric.
    from_schema: https://w3id.org/linkml/modelcard
    rank: 1000
    alias: value
    owner: performance_metric
    domain_of:
    - performance_metric
    - performance_metric
  confidence_interval:
    name: confidence_interval
    description: The confidence interval of the metric.
    from_schema: https://w3id.org/linkml/modelcard
    rank: 1000
    alias: confidence_interval
    owner: performance_metric
    domain_of:
    - performance_metric
    - performance_metric
  threshold:
    name: threshold
    description: The decision threshold the metric was computed on.
    from_schema: https://w3id.org/linkml/modelcard
    rank: 1000
    alias: threshold
    owner: performance_metric
    domain_of:
    - performance_metric
    - performance_metric
    range: float
  slice:
    name: slice
    description: The name of the slice this metric was computed on. By default, assume
      this metric is not sliced.
    from_schema: https://w3id.org/linkml/modelcard
    rank: 1000
    alias: slice
    owner: performance_metric
    domain_of:
    - performance_metric
    - performance_metric