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Class: FrugalMachineLearning

Machine learning techniques that aim to make models more efficient,

cost-effective, and accessible while maintaining or even improving their

performance

URI: ai:FrugalMachineLearning

 classDiagram
    class FrugalMachineLearning
    click FrugalMachineLearning href "../FrugalMachineLearning/"
      TrainingTechnique <|-- FrugalMachineLearning
        click TrainingTechnique href "../TrainingTechnique/"
      MachineLearning <|-- FrugalMachineLearning
        click MachineLearning href "../MachineLearning/"

Inheritance

Class Properties

Property Value
Class URI ai:FrugalMachineLearning

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Frugal Machine Learning

Identifier and Mapping Information

Annotations

property value
upstream_iri https://w3id.org/dpv/ai/owl#FrugalMachineLearning
dpv_extension_slug ai

Schema Source

Mappings

Mapping Type Mapped Value
self ai:FrugalMachineLearning
native ai:FrugalMachineLearning
exact dpv_ai:FrugalMachineLearning, dpv_ai_owl:FrugalMachineLearning

LinkML Source

Direct

name: FrugalMachineLearning
annotations:
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#FrugalMachineLearning
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Machine learning techniques that aim to make models more efficient,

  cost-effective, and accessible while maintaining or even improving their

  performance'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Frugal Machine Learning
exact_mappings:
- dpv_ai:FrugalMachineLearning
- dpv_ai_owl:FrugalMachineLearning
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:FrugalMachineLearning

Induced

name: FrugalMachineLearning
annotations:
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#FrugalMachineLearning
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Machine learning techniques that aim to make models more efficient,

  cost-effective, and accessible while maintaining or even improving their

  performance'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Frugal Machine Learning
exact_mappings:
- dpv_ai:FrugalMachineLearning
- dpv_ai_owl:FrugalMachineLearning
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:FrugalMachineLearning