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A tiny trained classifier sorts his email at 95 percent accuracy

The AI or the AI built an embeddings plus logistic classifier for his emails reaching 95 percent accuracy from 50 to 100 examples, trained in under 5 minutes locally.

How it works

  1. An agent builds an embeddings plus logistic classifier for his emails
  2. Trains on 50 to 100 examples in under 5 minutes locally
  3. Reaches 95 percent accuracy

Why it’s worth knowing

A hundred examples and five minutes beat a rules file he would never finish.

Where it’s from

Summarized from a public post on news.ycombinator.com. See the original ↗

Upgraded prompt

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Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.