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. 2013 Apr 5;14:119. doi: 10.1186/1471-2105-14-119

Figure 5.

Figure 5

Distribution of AUC-values for AUC-based (filled) and error-rate-based (unfilled) permutation VIMs for different class imbalances derived from 100 modified datasets from C-to-U conversion data. The AUC is used to assess the ability of a VIM to discriminate between associated predictors and predictors not associated with the response.