IObservedProbabilisticMeasure (JCP API)

All Superinterfaces:

IMeasure, IObservedMeasure

All Known Implementing Classes:

ObservedProbabilityLogLoss, ObservedProbabilitySquareLoss
```
public interface IObservedProbabilisticMeasure
extends IObservedMeasure
```
An observed measure depends on the prediction made and the true label. See [V. Vovk, I. Petej, "Venn-Abers Predictors", On-line Compression Modelling Project (New Series) Working Paper #7, 2012] for the definitions used here.

Author:

anders.gidenstam(at)hb.se

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method	Description
`double`	`compute(ConformalMultiProbabilisticClassification prediction, double trueLabel)`	Compute the measure for the supplied conformal prediction and true label.

Methods inherited from interface se.hb.jcp.cp.measures.IMeasure
getName

Methods inherited from interface se.hb.jcp.cp.measures.IObservedMeasure
compute

- Method Detail
  - compute
```
double compute(ConformalMultiProbabilisticClassification prediction,
               double trueLabel)
```
    Compute the measure for the supplied conformal prediction and true label.
    
    Parameters:
    
    prediction - a ConformalMultiProbabilisticClassification.
    
    trueLabel - the true label of the instance.
    
    Returns:
    
    the measure for the supplied prediction.