Probability density distribution of the score assigned by the committee for the test set (red), containing 50% of lens simulations, and 50% of galaxies without lensing features taken from the lens search sample. In blue are shown the scores predicted by the network on the data set containing real images described in Sect. 2.1. In the lens search sample the proportion of lenses is by definition unknown.