Semi-Supervised Learning

ID: D3A-SSL | Type: Technique | Ontology: d3f:Semi-SupervisedLearning
Unpublished

Description

Semi-supervised learning is a branch of machine learning that combines a small amount of labeled data with a large amount of unlabeled data during training.

Technical Details

Framework MITRE D3FEND
Ontology URI d3f:Semi-SupervisedLearning
Local Identifier Semi-SupervisedLearning
Publication Status Exists in ontology only

Relationships

Parent Tactics

Child Concepts

  • D3A-SSTL Semi-supervised Transductive Learning
  • D3A-SSIL Semi-supervised Inductive Learning
  • D3A-SSWM Semi-supervised Wrapper Method
  • D3A-UP Unsupervised Preprocessing
  • D3A-ISSL Intrinsically Semi-supervised Learning