replacing the positive targets of one minus alpha and replacing the negative targets with beta then we see that we get this ratio of densities again or in the numerator we have 1 minus alpha times the data distribution and we have beta times the model distribution because this value in the numerator determines where the output of the discriminator function is large and therefore determines where the generator wants to steer samples we need to make sure that this second term does not appear in the numerator otherwise we