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Figure 15 | BMC Bioinformatics

Figure 15

From: Controlling false discoveries in high-dimensional situations: boosting with stability selection

Figure 15

Maximum selection frequency. The maximum selection frequency \(\hat {\pi }\) for all (selected) base-learners (left) and for the top 20 base-learners (right) as determined by stability selection. The solid vertical gray lines depict the threshold value with unimodality assumption (Ď€ thr=0.87), the dashed gray lines represent the threshold values with r-concavity assumption (Ď€ thr=0.69) and without assumption (Ď€ thr=1).

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