We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
Thus, you may use this library to improve your dataset quality:
To run experiment follow these steps:
To determine the best sampling strategy, ROC AUC scores of each dataset were scaled (min-max scal…