Ah yes, the pinnacle of machine learning: the single-class classifier.https://twitter.com/thejefflarson/status/1011454007607549953 …
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Can't have Type I/II errors if all your training data belong to the same class and also so does your entire domain of applicability.
The miracle is someone got paid millions to write a piece of software that boils down to return True
Pinging @lizthegrey because this really needs to go into our talk
Like the work thay @mathbabedotorg and @zeynep and others have done one algorithmic bias is super relevant and important but it would be *refreshing* at this point if those were the ethics issues we had to be facing.
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