Supervised Deep Learning in High Energy Phenomenology: a Mini Review *

Murat Abdughani,Jie Ren,Lei Wu,Jin-Min Yang,Jun Zhao

Fig. 12 (Color online) The analysis of the parameter space of the high dimensional toy model: the sample coverage rates and sampling efficiencies of the MLS, the MCMC and the MultiNest scan methods. For the 2-dimensional model (left) and the 7-dimensional model (right) the scan analysis, the scan analysis uses 3000 and $2 \times 10^4$ samples, respectively. This figure is taken from Ref. [12].