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by nestorD 1647 days ago
It depends. I have seen some algorithms (the example that comes to mind was a clustering) become worse solely due to numerical error.

When that happens, if you are not equiped to measure the numerical error or at least trained to suspect it, you might think that it is just the algorithm that is not working.