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How is that overfitting? That term is not applicable in this context.
by argonaut 11y ago
How is that overfitting? That term is not applicable in this context.
- shas3 11y agoIt does: like an overfit (verb) model, Deep Blue and Jeopardy Watson don't generalize well to other problems.
- argonaut 11y agoOverfitting concerns itself with generalization to out of training data on the same task. I think the term you are looking for is that it's too domain-specific. Or "it uses too much feature engineering and domain-specific engineering."
- shas3 11y agoI see quotes to use it as an analogy. I'm not claiming that their algorithm over fits. It is just another way of saying the system is too specific and optimized to chess to be generalizable.