Effect of training set size on emulator prediction. The y-axis shows the mean squared error between the log10 ground truth abundances and neural network prediction evaluated on the validation dataset. The x-axis shows the size of the training dataset. The shaded area represents the spread of mean squared error obtained across runs; the 68.2% percentiles centered around the mean are shaded.