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Figure 8.


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The parameter sensitivity of IMPOSTER with different λ, where the x-axis denotes different values of trade-off coefficient λ, whereas the y-axis denotes F1-score and accuracy. (a) Correlation elimination (performance of the predicted explicit privacy attribute “gender”) in synthetic datasets from IMPOSTER with different λ. (b) Data utility (performance of the predicted class label “income”) in synthetic datasets from IMPOSTER with different λ

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