Conformal 0.1.0 splitconformal - CyrilB1531/lodestar GitHub Wiki
Lodestar.Conformal 0.1.0. This page is frozen at that release. Read the current documentation for what
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SplitConformal
An interval instead of a point, a set instead of a class โ and a coverage guarantee attached to each. Static, stateless, and it never sees your model.
Members
| Member | What it does |
|---|---|
SplitConformal.Quantile |
The calibrated quantile: the k-th smallest calibration score. |
SplitConformal.AbsoluteResiduals |
A regressor's calibration scores, |y โ ลท|. |
SplitConformal.Interval |
[ลท โ q, ลท + q] around a point prediction. |
SplitConformal.LeastAmbiguousScores |
A classifier's LAC calibration scores, 1 โ pฬ(true class). |
SplitConformal.PredictionSet |
Every class whose probability clears 1 โ q. Possibly none. |