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I feel there's such a huge potential for serious sampling bias in data like that, I wouldn't be comfortable to train classifiers on it. Any company with dubiou
by TrackerFF 7y ago
I feel there's such a huge potential for serious sampling bias in data like that, I wouldn't be comfortable to train classifiers on it.
Any company with dubious ethics could easily manipulate the data (collection) to match their intentions.
- daveFNbuck 7y agoThings like job performance usually have a subjective component, so the training data will already have human bias built in without any intentional manipulation.