Questions tagged [synthetic-feature]

I'm trying to artificially create a dataset for pure educative reasons but I want it to be based in one particular dataset, the problem is that this original dataset don't make good predictions even with the most powerful methods (with the…

I am trying to run a Random Forest on a dataset that has 4 synthetic features, with distributions ranging from approximately -5 to 5. It is not possible to say what those features mean. The dataset also has product_id, customer_id, product_category…

If one would like to study aspects of neural networks (say, in an academic paper), and would like to experiment on binary classification of vectors in low-dimensional space (say dim=2 or dim<6); what are standard/good datasets for that? Probably…

Is it possible to pass some extracted features from the pre-trained ResNet model to a diffusion model for training and further generate synthetic features instead of images like GAN or VAE? P.S. I tried to do so but it yielded some garbage output.