“…The data set, used in this study, is the retention time (RT) of doping agents in urine (a total number of 103 molecules), which obtained by ultra-high-pressure liquid chromatography-quadrupole timeof-flight mass spectrometry (UHPLC-QTOF-MS) were taken from the literature [25] is shown in Table 1. The prohibited list covers nine pharmaceutical classes of substances (e.g., stimulants, diuretics, anti-estrogens), three forbidden doping methods (e.g., enhancement of oxygen transfer, chemical and physical manipulation and gene doping), and two groups of analytes prohibited in specific activities (e.g., alcohol, -blockers).…”