5 ms·
Why shouldn't you employ an ensemble of deep neural networks?
by rerx 7y ago
Why shouldn't you employ an ensemble of deep neural networks?
- salty_biscuits 7y agoCorrelated errors. Naive averaging will lead to overconfidence and it is not trivial to model the correlation. Boosting is worth a shot though.
- rerx 7y agoMy point was that ensembles of deep neural networks are commonly used and yield higher accuracies.
- AstralStorm 7y agoMore importantly, what happens if you put a radiologist opinion (or multiple) in such an ensemble?