Computer Science
Your model is 99% accurate. That is usually the first thing to be suspicious about
31 Aug 2026 · 8 min read
A model that scores brilliantly on your test set and collapses in deployment is not unlucky. It is the normal outcome of four specific mistakes, and each one has a name, a mechanism and a fix.
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