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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.
