Differential Privacy Principal Component Analysis for Support Vector Machines

Figure 1

Variation of classification accuracy with different value of privacy budget (SVM, DPPCA-SVM, and PCA-DPSVM). (a) Sensorless, (b) Covtype, and (c) Musk.

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(b)

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