Two new evaluation metrics, a network-graph similarity score and a holdout-based privacy ratio, reveal that current tabular generative models fall short on NYC taxi trip data.
https://agkn.wordpress.com/2014/09/15/ riding-with-the-stars-passenger-privacy-in-the-nyc-taxicab-dataset/ (2014), [Online; accessed 2024-11] 2 14 C
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A Systematic Evaluation of Generative Models on Tabular Transportation Data
Two new evaluation metrics, a network-graph similarity score and a holdout-based privacy ratio, reveal that current tabular generative models fall short on NYC taxi trip data.