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In our soft ensembling method between selected genes, the following three methods are applied: receiver operating characteristic (ROC), Wilcoxon, and SNR; the classification accuracy of the training data is multiplied by the gene weight, and the best genes are then selected based on their weighted average among all the weighted genes
