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warning when training a STAG database: `Liblinear failed to converge` #22

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AlessioMilanese opened this issue Feb 9, 2021 · 0 comments

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AlessioMilanese commented Feb 9, 2021 •

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During the training of some databases, STAG produced the following warning:

.../lib/python3.6/site-packages/sklearn/svm/_base.py:947: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  "the number of iterations.", ConvergenceWarning)

The warning come from line:
https://github.com/zellerlab/stag/blob/master/stag/create_db.py#L467

It seems to be an issue for some clades. Not clear if it happen during training of the main clades or the part where we remove some clades.

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