URL details: lingpipe-blog.com/2016/12/27/ethics-logistic-regression-and-0-1-loss/

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URL title: Ethics, logistic regression, and 0-1 loss | LingPipe Blog
URL description: Andrew Gelman and David Madigan wrote a paper on why 0-1 loss is so problematic: Gelman and Madigan. 2015. How is Ethics Like Logistic Regression? Chance 28(12). This is related to the issue of whether one should be training on an artificial gold standard. Suppose we have a bunch of annotators and we don't have…
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