Your confidence score is a label, not a probability: auditing 45,722 settled predictions
Most prediction systems ship two numbers: a call, and a confidence. The confidence is usually an integer — 1 to 10, 60 to 95, whatever reads well in a UI. Everyone downstream then treats it as a probability, because it is a number between 0 and 100 and probabilities are numbers between 0 and 100. T…
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- 2026-11-09 05:04 · DEV Community — Machine Learning
Your confidence score is a label, not a probability: auditing 45,722 settled predictions