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

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

Fig. 16 (Color online) The ROC curve of a deep neural network classifier for identifying physical and non-physical parameter points (upper left), and comparion of the experimental physical observable values estimated by the deep neural network regressors with those calculated by physical packages. This figure is taken from Ref. [12].