The estimate of the number of compounds that have erroneous retention times in the METLIN dataset can be further refined. We used two approaches for it. The first approach extrapolates the relationship obtained using groups with 0 to 4 "yellow cards" to the group with 5 "yellow cards" (Figure ). The approximation was performed using the following function: