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Class: SupportVectorMachine

A machine learning algorithm that finds decision boundaries with maximal

margins

URI: ai:SupportVectorMachine

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

Inheritance

Class Properties

Property Value
Class URI ai:SupportVectorMachine

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Support Vector Machine

Identifier and Mapping Information

Annotations

property value
dct_source ISO/IEC 22989:2022 3.3.13
upstream_iri https://w3id.org/dpv/ai/owl#SupportVectorMachine
dpv_extension_slug ai

Schema Source

Mappings

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

LinkML Source

Direct

name: SupportVectorMachine
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.3.13
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#SupportVectorMachine
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'A machine learning algorithm that finds decision boundaries with maximal

  margins'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Support Vector Machine
exact_mappings:
- dpv_ai:SupportVectorMachine
- dpv_ai_owl:SupportVectorMachine
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:SupportVectorMachine

Induced

name: SupportVectorMachine
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.3.13
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#SupportVectorMachine
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'A machine learning algorithm that finds decision boundaries with maximal

  margins'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Support Vector Machine
exact_mappings:
- dpv_ai:SupportVectorMachine
- dpv_ai_owl:SupportVectorMachine
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:SupportVectorMachine