For the 1:5 case/control ratio, prediction performance of the ESKD prediction tools built by the PsDF algorithm, the random forest classifier, the logistic regression and the naïve similarity method when the masking percentage pmask increases, under two different inclusion criteria: A) the less stringent criterion, and B) the more stringent criterion.