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by gfodor
2434 days ago
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Not necessarily. David Deutche argues that theories can be argued as having merit based upon if they are good or bad explanations, regardless of application. A good explanation is one that fits the data and is hard to vary. The flat earth theory fails on both. |
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All explanatory models are either an over-fit or an under-fit to the data. With the fine print being "acceptable error rate". "The Earth is flat" may be wrong, but it could be acceptably wrong to me.
This is tackled by model-dependent realism ( https://en.wikipedia.org/wiki/Model-dependent_realism ) and by this paper "To explain or to predict" ( https://arxiv.org/pdf/1101.0891.pdf )