I received warnings first time only. Is this normal?
>>> cv=LassoCV(cv=10).fit(x,y)
C:\Python27\lib\site-packages\scikit_learn-0.14.1-py2.7-win32.egg\sklearn\linear_model\coordinate_descent.py:418: UserWarning: Objective did not converge. You might want to increase the number of iterations
' to increase the number of iterations')
>>> cv=LassoCV(cv=10).fit(x,y)
>>>
It's because the python warnings filter is set to just warn the first time it catches a particular warning by default.
If you want to get all the warnings, just add this:
import warnings
warnings.simplefilter("always")
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