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Fig. 5 | BioData Mining

Fig. 5

From: STAR_outliers: a python package that separates univariate outliers from non-normal distributions

Fig. 5

STAR_outliers consistently removes closer to 0.7% of a dataset than the other algorithms (i.e. the mean absolute difference from 0.7% is closest to 0), except for [10] after setting p = 99 against its authors’ recommendations. Despite removing the correct number of points, [10] still fails to account for skew, bimodality, and monotonicity, while STAR_outliers does all of these things correctly

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