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stat.ML2022★ 2 cited
Information Threshold, Bayesian Inference and Decision-Making
Jacques Balayla
We define the information threshold as the point of maximum curvature in the prior vs. posterior Bayesian curve, both of which are described as a function of the true positive and…
stat.ML2021★ 4 cited
Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems
Jacques Balayla
The accuracy of binary classification systems is defined as the proportion of correct predictions - both positive and negative - made by a classification model or computational alg…