Fig. 19.

The values of the signal significance, $S/\sqrt{B}$, and of the signal over background ratio, S / B, for the boosted, intermediate and resolved categories as a function of the cut $y_{\mathrm{cut}}$ in the ANN output. The $y_{\mathrm{cut}}=0$ results are those at the end of the cut-based analysis