Scoring Scenario
These are some of the implemented fairness tiles for scoring scenarios:
Tile | Class | Formerly |
---|---|---|
all-agent (a0), (a1), (a2) | AllAgentTripleTile | all-actor |
(a) prediction (m) | PredictionPTile | |
(a) result (m) | MapTile | |
(m0), (m1) false-pos (m) | FalsePosTile | |
(a) with (m) | MapTile | |
(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-agent(all-agent) --> prediction
all-agent --> result
all-agent --> with-p
prediction(prediction) --> false-pos
result(result) --> false-pos
with-p(with) --> correlation
false-pos(false-pos) --> correlation
correlation(correlation) --> decision(decision)