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Class: TrainingTechnique

Process to determine or to improve the parameters of a machine learning

model based on a machine learning algorithm by using training data

URI: ai:TrainingTechnique

 classDiagram
    class TrainingTechnique
    click TrainingTechnique href "../TrainingTechnique/"
      TrainingTechnique <|-- ConvolutionalNeuralNetwork
        click ConvolutionalNeuralNetwork href "../ConvolutionalNeuralNetwork/"
      TrainingTechnique <|-- DeepLearning
        click DeepLearning href "../DeepLearning/"
      TrainingTechnique <|-- FeedForwardNeuralNetwork
        click FeedForwardNeuralNetwork href "../FeedForwardNeuralNetwork/"
      TrainingTechnique <|-- FrugalMachineLearning
        click FrugalMachineLearning href "../FrugalMachineLearning/"
      TrainingTechnique <|-- GeneticAlgorithm
        click GeneticAlgorithm href "../GeneticAlgorithm/"
      TrainingTechnique <|-- LongShortTermMemory
        click LongShortTermMemory href "../LongShortTermMemory/"
      TrainingTechnique <|-- NeuralNetwork
        click NeuralNetwork href "../NeuralNetwork/"
      TrainingTechnique <|-- RecurrentNeuralNetwork
        click RecurrentNeuralNetwork href "../RecurrentNeuralNetwork/"
      TrainingTechnique <|-- ReinforcementLearning
        click ReinforcementLearning href "../ReinforcementLearning/"
      TrainingTechnique <|-- SelfSupervisedLearning
        click SelfSupervisedLearning href "../SelfSupervisedLearning/"
      TrainingTechnique <|-- SemiSupervisedLearning
        click SemiSupervisedLearning href "../SemiSupervisedLearning/"
      TrainingTechnique <|-- SupervisedLearning
        click SupervisedLearning href "../SupervisedLearning/"
      TrainingTechnique <|-- SupportVectorMachine
        click SupportVectorMachine href "../SupportVectorMachine/"
      TrainingTechnique <|-- TransferLearning
        click TransferLearning href "../TransferLearning/"
      TrainingTechnique <|-- UnsupervisedLearning
        click UnsupervisedLearning href "../UnsupervisedLearning/"

Class Properties

Property Value
Class URI ai:TrainingTechnique

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Training Technique

Identifier and Mapping Information

Annotations

property value
dct_source ISO/IEC 22989:2022 3.3.15
upstream_iri https://w3id.org/dpv/ai/owl#TrainingTechnique
dpv_extension_slug ai

Schema Source

Mappings

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

LinkML Source

Direct

name: TrainingTechnique
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.3.15
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#TrainingTechnique
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Process to determine or to improve the parameters of a machine learning

  model based on a machine learning algorithm by using training data'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Training Technique
exact_mappings:
- dpv_ai:TrainingTechnique
- dpv_ai_owl:TrainingTechnique
class_uri: ai:TrainingTechnique

Induced

name: TrainingTechnique
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.3.15
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#TrainingTechnique
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Process to determine or to improve the parameters of a machine learning

  model based on a machine learning algorithm by using training data'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Training Technique
exact_mappings:
- dpv_ai:TrainingTechnique
- dpv_ai_owl:TrainingTechnique
class_uri: ai:TrainingTechnique