Expected Error Reduction

ID: D3A-EER | Type: Technique | Ontology: d3f:ExpectedErrorReduction
Unpublished

Description

Expected Error Reduction (EER) follows similar ideas as EMC, but again looks at the model output instead of the model itself and also takes the other data into account. In particular, a sample x is considered useful, if we can expect that knowing the label will reduce the future error on unseen samples

Technical Details

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

Relationships

Parent Tactics