Patterns do fit stereotypes perfectly. They are oversimplified concepts of something real; some samples are outside the pattern and that is perfectly fine for pattern-discovery. So stereotypes and patterns aren't distinct concepts in essence.
«Datasets generated by humans are going to be invariably flawed and far from reality, unless we take careful steps to ensure otherwise.»
If the data in the wild is not real, we can only adapt it to your reality to make it real. That's not necessarily my view of reality. You can't just pluck objectivy out of the air and fresh up fake real data.
«Datasets generated by humans are going to be invariably flawed and far from reality, unless we take careful steps to ensure otherwise.»
If the data in the wild is not real, we can only adapt it to your reality to make it real. That's not necessarily my view of reality. You can't just pluck objectivy out of the air and fresh up fake real data.