scratch

§ How to Improve Evalauation Metrics

created 2025-11-14 · last edited 2025-11-15
  • Create a histogram to burn down on.
  • When you start, you will probably make it via just printing errors, sorted in say lex order.
  • This will be too large. Therefore, you will now collapse these into larger equivalence classes, giving you a rougher partition of the error space, with a smaller number of buckets.
  • The difficulty is to find the sweet spot between too coarse and too fine in the number of buckets.
  • Great, now that you have the histogram, you can now start working on the largest buckets first.
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