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A tool called Mathematics which can exactly describe this interactions. And if those processes have a lot of variables, a ML-model might certainly be useful, b
by fock 8y ago
A tool called Mathematics which can exactly describe this interactions.
And if those processes have a lot of variables, a ML-model might certainly be useful, but it will never be generally applicable! This probably also contributes to "scientific knowledge" but it's not the same as scientific facts (or whatever you call universally transferable results).
- ppod 8y agoYou're building your mathematical model based on the knowledge you have, which is from the data you have, and there is still the same risk that your theory won't generalize to new observations.