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Representative of Real Data
#1 · March 21, 2023, 7:16 pm
How close is the generated synthetic data to the real data?
#2 · March 21, 2023, 7:18 pm
MDACA SDE takes in a de-identified data set as input and generates a synthetic dataset as output that is structurally and statistically similar to the de-identified data set. MDACA SDE provides visual comparative evaluation (Heatmap and Histogram comparisons) of data statistical distribution and attribute correlations between the synthetic and real datasets for users to have confidence in accuracy of the generated data.
