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You are right, data/concept drift affects both approaches. What I meant to say was that retraining your model might not fix that if you baked strong assumption
by nri 4y ago
You are right, data/concept drift affects both approaches.
What I meant to say was that retraining your model might not fix that if you baked strong assumptions into it. I edited the blog post to make it clearer.
- crabbygrabby 4y agoWith small datasets you need to know how the concept drifts well enough to model it or model the failure modes. That's half the game in my opinion.