4 ms·
You might find the theory of conformal prediction interesting given your comment: https://arxiv.org/abs/0706.3188 https://arxiv.org/abs/0706.3188
by anonymousDan 4y ago
You might find the theory of conformal prediction interesting given your comment: https://arxiv.org/abs/0706.3188 https://arxiv.org/abs/0706.3188
- nerdponx 4y agoI didn't know there was a name for this and established set of tools for it. Good things come from even the trashiest of HN front page articles, thank you. Edit: wow, I don't think I've seen "support vector machine" mentioned even once anywhere in the last 2 years. Times have changed! I wonder how this toolbox has been updated in the age of deep learning and probabilistic programming.
- anonymousDan 4y agoI think this is supposed to be a general technique that can be applied to any classification algorithm. Whether the performance is practical for DNNs is another matter. As I understand it there is ongoing research in the area. I think there is overlap between the inventors of SVMs and conformal prediction, so that might explain why they are mentioned!