Scoring Scenario
These are some of the implemented fairness tiles for scoring scenarios:
| Tile | Class |
|---|---|
| all-actor (a0), (a1), (a2) | AllActorTripleTile |
| (a) prediction (m) | PredictionPTile |
| (a) result (m) | AttributePTile |
| (m0), (m1) false-pos (m) | FalsePosTile |
| (a) with (m) | AttributePTile |
| (m0), (m1) correlation m | CorrelationTile |
| m decision b | DecisionTile |
| unbiasedness b | UnbiasednessPipeline |
A specific scenario is given as an example in ScoringScenarioExample. This scenario is used to test the scoring scenario tile (unbiasedness with respect to falsepositives) with UnbiasednessPipelineSpec.
Unbiasedness
graph LR
all-actor(all-actor) --> prediction
all-actor --> result
all-actor --> with-p
prediction(prediction) --> false-pos
result(result) --> false-pos
with-p(with) --> correlation
false-pos(false-pos) --> correlation
correlation(correlation) --> decision(decision)