Extended Data Fig. 4: Qualitative comparison of dynamicGP and baseline over all time points in a validation configuration for the maize MAGIC data set.
The iterative version of dynamicGP (blue) yields mean prediction accuracies over all traits that are greater than the equivalent prediction accuracies from recursive dynamicGP (green) in 10 iterations of nested 5-fold cross validation with a validation step. Both versions of dynamicGP outperformed RR-BLUP baselines (black) at all time points. Lines represent mean model performance across all traits and error bars denote standard deviations.
