Evaluation Methods
3 ConceptsEmpirical protocols and test methodologies for measuring AI system performance.
Showing 3 of 3
| Concept | Origin | Kind / Branch | Identifier | Evidence / Status |
|---|---|---|---|---|
|
Bivariate counterfactual-fairness sensitivity analysis
aka Kilbertus grid-based counterfactual-fairness sensitivity
A model-based sensitivity procedure that varies the correlation between two structural error terms and measures how a predictor built under…
|
Curated | Evaluation Methods |
AIMech:BivariateCounterfactualFairnessSensitivity
|
1 claim
1 source
|
|
MAXCFU
aka Optimization-based counterfactual-fairness sensitivity
A multivariate sensitivity algorithm that uses gradient ascent through fitted additive-noise models to search for large counterfactual predi…
|
Curated | Evaluation Methods |
AIMech:MaxCFU
|
2 claims
2 sources
|
|
Topic-model evocation score
aka Top-m evocation metric
A topic-model evaluation method that orders judged word pairs by model-derived weights and sums their human evocation ratings over a chosen…
|
Curated | Evaluation Methods |
AIMech:TopicModelEvocationScore
|
2 claims
2 sources
|