Insane how tricky imbalanced stuff gets- I always end up second guessing my metrics tbh. You think there's ever such thing as a "right" number for real world junk or is it just endless tradeoffs?
Yeah it gets tricky. I think eventually it has to be about tradeoffs - no ML system can be 100% correct. I do think there's a "right" decision (up to a point) in the context of the product or business.
Comments
Insane how tricky imbalanced stuff gets- I always end up second guessing my metrics tbh. You think there's ever such thing as a "right" number for real world junk or is it just endless tradeoffs?
Yeah it gets tricky. I think eventually it has to be about tradeoffs - no ML system can be 100% correct. I do think there's a "right" decision (up to a point) in the context of the product or business.