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fabianp avatar fabianp commented on May 6, 2024

Other instabilities and collinearities can be observed trying to fit the gisette dataset: http://archive.ics.uci.edu/ml/datasets/Gisette

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fabianp avatar fabianp commented on May 6, 2024

The first issue was solved in 33764ab. Remains to try on Gisette.

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amueller avatar amueller commented on May 6, 2024

I get division by zero errors on Gisette. Line 237 in least angle. The coef_ looks ok, though.
The division by zero error is the same I get in the LassoLarsIC doctest, that @agramfort and @GaelVaroquaux failed to reproduce IIRC.
I got the same error on two different boxes btw. Can anyone try

    nosetests --with-doctest sklearn/linear_model/least_angle.py

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agramfort avatar agramfort commented on May 6, 2024

fix commited

let me know if it works now

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amueller avatar amueller commented on May 6, 2024

Interestingly this doesn't work. Will have a look later on.

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amueller avatar amueller commented on May 6, 2024

Just pushed a fix in 294d4b6.

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