38 citations · 58 across the 10 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
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…
stat.ME2021
The SIR-P Model: An Illustration of the Screening Paradox
Jacques Balayla
In previous work by this author, the screening paradox - the loss of predictive power of screening tests over time - was mathematically formalized using Bayesian theory. Where…