“…To distinguish events from gamma-ray against the background of events from cosmic rays, according to the data of one telescope, differences in the angular distribution of the Cherenkov radiation of the EAS are used, leading to a difference in the shape of the images in the telescope camera. The shape of the image is characterized by the Hillas parameters [34,35] (width, length, azwidth, dist, consentration, size), which are restored by the values of signal amplitudes in camera pixels. Using the system of cuts to the Hillas parameters [34] or the widely used RANDOM Forrest classifier [36,37], it is possible to suppress the number of events from hadrons to a level sufficient to isolate events from gamma quanta.…”