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References

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optimization
Fig. 10: Predicting chronically elevated polyreactive IgM levels from Genotype: Iterative optimization of the starting configuration by systematically adding/removing genomic loci while fitting the Neural Network model to the set of 1,042 observations under the constraint of reproducibility with 10-fold cross-validation. The red circles designate the percentage of correctly classified subjects for each optimization step, with optimization steps plotted along the x-axis (over proportionally large decreases in performance indicate removal of loci of larger weight).

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