Unsupervised Preprocessing

ID: D3A-UP | Type: Technique | Ontology: d3f:UnsupervisedPreprocessing
Unpublished

Description

When performing unsupervised learning, the machine is presented with unlabeled data. (Unlabeled data has no target.) Unsupervised learning algorithms seek to discover intrinsic patterns that underlie the data, such as a clustering parameter or a redundant parameter (dimension) that can be reduced.

Technical Details

Framework MITRE D3FEND
Ontology URI d3f:UnsupervisedPreprocessing
Local Identifier UnsupervisedPreprocessing
Publication Status Exists in ontology only

Relationships

Parent Tactics

Child Concepts

  • D3A-SSFE Semi-supervised Feature Extraction
  • D3A-SSPT Semi-supervised Pre-training
  • D3A-SSCTL Semi-supervised Cluster-then-label