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Resolution: standard / high 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).
Cummings and Segal BMC Bioinformatics 2004 5:137 doi:10.1186/1471-2105-5-137 |