3 ms·
Isn't training against subset of data and then validating against rest a common practice? It wouldn't detect all the mislabeling but should detect some indicati
by Karliss 7y ago
Isn't training against subset of data and then validating against rest a common practice? It wouldn't detect all the mislabeling but should detect some indicating that manual inspection is required, assuming error isn't very systematic.
- yeldarb 7y agoIt is, and there are some interesting techniques published recently to help mitigate things like this. But if you don't have a good ground truth you're at the very least flying blind and at worst feeding garbage in and getting garbage out; your models will learn what you tell them to learn.