Using machine learning to predict and analyze complex trait diseases: Lessons from a simple abstract model
Fig 9
The effect of missing and surplus alleles on prediction performance.
Omission of relevant alleles has a larger effect compared to the inclusion of irrelevant alleles. Average AUC, Simple model with a dataset size of 200%.