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I just built a logistic regression classifier for emails and agree Just using embeddings you can get really good classifiers for very cheap You can use small
by nico 1y ago
I just built a logistic regression classifier for emails and agree
Just using embeddings you can get really good classifiers for very cheap
You can use small embeddings models too, and can engineer different features to be embedded as well
Additionally, with email at least, depending on the categories you need, you only need about 50-100 examples for 95-100% accuracy
And if you build a simple CLI tool to fetch/label emails, it’s pretty easy/fast to get the data
- tomrod 1y agoI'm interested to see examples! Is this shareable?