Figure 20
From: Self organising hypothesis networks: a new approach for representing and structuring SAR knowledge
Raw confidence vs. Standardised confidence. Left, the raw confidence estimate and the actual observed accuracy correlate well but in a non linear way. Right, the standard confidence models has a more linear correlation with the observed accuracy after applying a polynomial fit and provides an intuitive and normalized estimate of the accuracy for each individual prediction.