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Table 8 Information gain values for conventional DP, cdp-method [5] and d-method

From: Enhancing correlated big data privacy using differential privacy and machine learning

Info gain values when using Conventional DP

Info gain values when using cdp-method

Info gain values when using d-method

0.00

0.313

1.00

  1. The values are normalised for easy interpretation