Fig. 2: Comparison of the DNN and TNN analysis.
From: Quantum-inspired machine learning on high-energy physics data
a Tagging power for the DNN (green), TTN (blue) and the muon tagging (red), (b) ROC curves for the DNN (green) and the TTN (blue, but completely covered by DNN), compared with the line of no-discrimination (dotted navy-blue line), (c) probability distribution for the DNN and (d) for the TTN. In the two distributions (c, d), the correctly classified events (green) are shown in the total distribution (light blue). Below, in black all samples where a muon was detected in the jet.
