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. 2011 Aug 8;8:394. doi: 10.1186/1743-422X-8-394

Figure 1.

Figure 1

Average Gini index as a measure of variable importance. Averaged Gini variable importance extracted from 30 random forest models trained on the full data set, compared with the average Gini values obtained by re-shuffling the class variable. Variables are ranked decreasingly by their importance. Only variables with a p-value < 0.05 are depicted.