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Gendered behavior as a disadvantage in open source software development

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Figure 2 Comparing gender inferring algorithms. Accuracy of our gender inference against a baseline andtwo alternative methods
Figure 3 Identifying specializations. Our method captured the same 6 factors in each sample
Figure 4 Variable importance. Variable importance in gendered behavior prediction by the Random ForestPrediction and Female univariate Odds Ratios in predicting gender with logistic regression
Figure 6 Relative variable importance after randomization, normalized by original importance (n = 100).Random Forest prediction with 100 datasets where 5% gender swapped AUC’s mean is 0.672 (SE:0.002), and10% mean: 0.651 (SE:0.003)
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