Neural network efficiency of pulsar glitch detection. The true positive rate (red solid line) is the proportion of correctly identified pulsars with glitches among all pulsars with glitches of the amplitude Δf; the false positive rate (green dash-dotted line) is the proportion of erroneously identified pulsars with glitches among pulsars without glitches in the search for glitches of the amplitude Δf; accuracy (violet dashed line) is the proportion of correct predictions; and false discovery rate (blue dotted line) is the proportion of erroneously identified pulsars with glitches among all glitch identifications.