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What kind of results do you expect from blindly using correlation? Building a e.g. credit rating model with this kind of mentality will just result in a raciall
by rmellow 7y ago
What kind of results do you expect from blindly using correlation?
Building a e.g. credit rating model with this kind of mentality will just result in a racially biased model.
- jayd16 7y agoWhy the hypothetical? Valid uses are already implemented. Salient points on a face do not cause a face but you can still get very good facial recognition. Its a parlor trick perhaps, but its silly to ignore the results. As for building a biased system, again its just about the data you use and you could easily build an "intelligent" system that had a racial bias. We should worry about automation that simply pushes the status quo but I don't think that's a problem specific to statistical based ML.
- bryanrasmussen 7y agoI suppose it will result in a model with all sorts of biases among which a racial bias will be one.