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Figure 3 | BMC Bioinformatics

Figure 3

From: Few amino acid positions in rpoB are associated with most of the rifampin resistance in Mycobacterium tuberculosis

Figure 3

Variable importance plot from random forest classification analysis. The plot includes all polymorphic positions in the region examined, and shows the importance of each position as the decrease in the Gini index (a measure of impurity) induced by splitting the data on that position averaged over all trees (higher values are more important). The plot for regression analysis is very similar (not shown).

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