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. 2014 Jun 30;9(6):e101183. doi: 10.1371/journal.pone.0101183

Figure 9. Integrated Model Design Workflow:

Figure 9

(A) Random Forest models based on individual genomic characterizations are generated (B) Integrated models are generated based on different combinations of individual models using least squares regression for estimating the model weights (C) the combination with lowest error as estimated using leave one out (LOO) or 0.632 Bootstrap error estimation is selected.