Synthetic Data Generation on Adult, Bank Marketing, and Credit Default (aggregated)
60Avg F1CTGAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTGANSeeds=5, Training samples per dataset=20,000, Classifier=Decision Tree, Time (s)=10262026.03 | 60 | 74.2 | |
| TVAESeeds=5, Training samples per dataset=20,000, Classifier=Decision Tree, Time (s)=4502026.03 | 59.1 | 84.4 | |
| JANUSSeeds=5, Training samples per dataset=20,000, Classifier=Decision Tree, Time (s)=1142026.03 | 59.1 | 94.6 |