Figure 3.8: Results for the networks on the FISH data-sets for C = 1, C = 10 and C = 100. Dots represent each of the ten different networks initialisations. The network which achieved the overall minimum error is marked with +. The networks with the five lowest validation set error are marked in order 1 to 5, with 1 having the lowest validation error. Also shown is the mean and error-bars at one standard deviation for each parameterisation.