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Class: TransferLearning

a technique in machine learning in which knowledge learned from a task

is re-used in order to boost performance on a related task

URI: ai:TransferLearning

 classDiagram
    class TransferLearning
    click TransferLearning href "../TransferLearning/"
      TrainingTechnique <|-- TransferLearning
        click TrainingTechnique href "../TrainingTechnique/"
      DeepLearning <|-- TransferLearning
        click DeepLearning href "../DeepLearning/"

Inheritance

Class Properties

Property Value
Class URI ai:TransferLearning

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • TransferLearning

Identifier and Mapping Information

Annotations

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

Schema Source

Mappings

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

LinkML Source

Direct

name: TransferLearning
annotations:
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#TransferLearning
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'a technique in machine learning in which knowledge learned from a task

  is re-used in order to boost performance on a related task'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- TransferLearning
exact_mappings:
- dpv_ai:TransferLearning
- dpv_ai_owl:TransferLearning
is_a: DeepLearning
mixins:
- TrainingTechnique
class_uri: ai:TransferLearning

Induced

name: TransferLearning
annotations:
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#TransferLearning
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'a technique in machine learning in which knowledge learned from a task

  is re-used in order to boost performance on a related task'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- TransferLearning
exact_mappings:
- dpv_ai:TransferLearning
- dpv_ai_owl:TransferLearning
is_a: DeepLearning
mixins:
- TrainingTechnique
class_uri: ai:TransferLearning