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Stopping criterion broken about percolator HOT 4 OPEN

wsnoble avatar wsnoble commented on July 30, 2024
Stopping criterion broken

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Comments (4)

MatthewThe avatar MatthewThe commented on July 30, 2024

The early stopping criterion is only checked if you set the --quick-validation parameter, otherwise it will indeed run all 10 iterations.

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wsnoble avatar wsnoble commented on July 30, 2024

Why? I can't imagine any scenario where you want to keep training after convergence. Is the idea that sometimes it appears to converge and then later finds a significant additional number of PSMs?

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wsnoble avatar wsnoble commented on July 30, 2024

At any rate, if this is the behavior, then the parameter "maxiter" should be renamed to "numiter." The documentation is currently incorrect.

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kevinkovalchik avatar kevinkovalchik commented on July 30, 2024

The early stopping criterion is only checked if you set the --quick-validation parameter, otherwise it will indeed run all 10 iterations.

I know this is an old thread, but the documentation regarding this feature really does not make any sense. From the documentation:

-i
--maxiter Maximal number of iterations. Default = 10.
-x
--quick-validation | Quicker execution by reduced internal cross-validation.

There is no way to know that --quick-validation enables early stopping. Perhaps the addition of an --early-stopping flag would help.

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