Ratios of corrected yields obtained using various Bayesian PID methods to that obtained using n$_{\sigma}$ PID, for (left) fixed probability thresholds, and (right) maximum probability and weighted Bayesian PID, and no PID. The 5$\%$ systematic uncertainty on the n${_\sigma}$ PID method is shown as a blue box at 0.5 $\gevc$.