Interface: ConformalPrediction
@kortexya/reasoninglayer / Conformal / ConformalPrediction
Interface: ConformalPrediction
Defined in: src/types/conformal.ts:137
Conformal prediction result for a single test input.
Properties
abstains
abstains:
boolean
Defined in: src/types/conformal.ts:143
true when the prediction set is empty. The classifier’s
confidence in every class is too low relative to the calibrated
threshold — the model abstains.
inputId
inputId:
string
Defined in: src/types/conformal.ts:145
Input ID echoed from the request.
predictionSet
predictionSet:
string[]
Defined in: src/types/conformal.ts:151
Conformal prediction set: the set of classes whose non-conformity
score is ≤ τ. A class y is included iff classScores[y] ≥ 1 − τ.
Sorted alphabetically.
topClass
topClass:
string
Defined in: src/types/conformal.ts:156
The most-confident class (argmax of classScores). May or may not
be in the prediction set depending on the threshold.
topClassNonConformity
topClassNonConformity:
number
Defined in: src/types/conformal.ts:163
Non-conformity score of the most-confident class:
1 − max(classScores). Informational; compare against threshold
in the certificate to understand how close the top prediction is to
the coverage boundary.