As the question entails, I would like to know as a rule of thumb, an upper limit on the number of features I could have for a data set with 1,000,000 rows/observations, before hitting the curse of dimensionality. If not a million observations, an answer with a rough estimate for the number of features for a data set with a specified size would be great too.
Thanks