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voidUpdate 5 hours ago

For someone who isn't super familiar, what is "R@10", and is 0.89 good? It's impossible to google for

Hexcles 5 hours ago | parent | next [-]

89% chance the thing you want is among the 10 items returned by the system

voidUpdate 5 hours ago | parent [-]

So over 10% of the time, it fails? That's not a great search engine

schmookeeg 5 hours ago | parent [-]

It's sort of the whole tension when you query vectorized data/embeddings -- you need to balance accuracy and recall against the performance you need.

It took me a while to wrap my head around the two terms since they seem similar -- but Accuracy is basically "did i get mostly good results" and Recall is "did I get most of the good results" and they're subtly different. :)

Those two terms, though, will unlock as deep a rabbit-hole as you'd like on the subject.

esafak 4 hours ago | parent | prev [-]

https://www.evidentlyai.com/ranking-metrics/precision-recall...

"Good" is subjective.