635: The Perils of Manually Labeling Data for Machine Learning Models
Super Data Science: ML & AI Podcast with Jon Krohn
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Do You Have Degenerative Bias?
So you're handling labeling and you have heuristic suggestions. And then ultimately, these heuristics avoid degenerative biases because we have very specific rules each time. So here, it's like you give the same row to watchful, you'll get the same label as long as none of the heuristics changed. You don't have that same guarantee with human labelers. That goes back to that determinism problem I talked about earlier.
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