Distribution of fractional errors as a function of k on the linear matter power spectrum across all cosmologies in the training and validation sets, as compared to the predictions of CAMB. The bands give the 1 and 2σ values. The dotted line corresponds to a 1% error, and we see that our expression achieves this for all cosmologies and values of k considered, with a root mean squared fractional error of 0.2%.