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I have been comparing the PrivBayes engine to the DataSynthesizer implementation here and realized that the DataSynthesizer implementation captures a lot more of the correlations in the data accurately compared to your implementation.
Please see attached the comparison code and the results i obtained. The dataset I used is a dataset sampled from the ADULT dataset which I have already discretized. However, even if I use the non-discretized version of the same dataset, I encounter the same issue.
Thanks!
The text was updated successfully, but these errors were encountered:
Hi,
I have been comparing the PrivBayes engine to the DataSynthesizer implementation here and realized that the DataSynthesizer implementation captures a lot more of the correlations in the data accurately compared to your implementation.
Please see attached the comparison code and the results i obtained. The dataset I used is a dataset sampled from the ADULT dataset which I have already discretized. However, even if I use the non-discretized version of the same dataset, I encounter the same issue.
Thanks!
The text was updated successfully, but these errors were encountered: