Application of information theoretic feature selection and machine learning methods for the development of genetic risk prediction models.

This is of particular importance for many autoimmune diseases where genetic variants in the human leukocyte antigen (HLA) genes confer a substantial proportion of disease risk and studies have demonstrated highly significant non-additive effects 5 .

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