Broken
Artificial Intelligence
AI benchmarks are broken. Here’s what we’d like as a substitute.
Across the organizations where this approach has emerged and commenced to be applied, step one is shifting the unit of research. For instance, in a single UK hospital system within the period 2021–2024,...
Artificial Intelligence
Your Classifier Is Broken, But It Is Still Useful
Once you run a binary classifier over a population you get an estimate of the proportion of true positives in that population. That is referred to as the prevalence.An ROC curve like this one...
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