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Published 20 hours ago • verified publisher icon BorealisAI

Reproducibility for census data

Open mrsergazinov opened this issue 2 years ago • 0 comments

Hi! I was trying to reproduce the results from the paper on the Census data provided in the repo. Specifically, I ran: python main.py config/config_census.yaml. I noticed that the number of epochs differs from the paper (10 in the repo -> 200 in the paper). Even with the epochs adjusted, I still cannot reproduce the results, the best AUC I get is Education: 0.867, Income: 0.906, Marital: 0.9645482646651425.

Could you share the config file for your best (final) model? I think this is because of some of the hyperparam's.

mrsergazinov avatar Sep 17 '22 01:09 mrsergazinov