The draw is 24% of the outcomes and 0.8% of the labels: auditing class collapse in a three-way model
A three-class classifier that reports one label per row is not a three-class classifier. It is a ranking function collapsed to a decision, and the collapse is where the information dies. On our platform, 11,177 of 46,189 settled predictions ended in a draw; the label draw was emitted 360 times. Eve…
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- 2026-11-11 05:05 · DEV Community — Machine Learning
The draw is 24% of the outcomes and 0.8% of the labels: auditing class collapse in a three-way model
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