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When training an ensemble with auto-sklearn 0.1.2, I see the following easily fixable warnings:
[...]/env/lib/python3.5/site-packages/autosklearn/pipeline/implementations/ProjLogit.py:36:
VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
yt = np.zeros((n, k))
[...]/env/lib/python3.5/site-packages/autosklearn/pipeline/implementations/ProjLogit.py:38:
VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
yt[i, Y[i]] = 1
[...]/env/lib/python3.5/site-packages/sklearn/utils/class_weight.py:62:
DeprecationWarning: The class_weight='auto' heuristic is deprecated in 0.17 in favor of a new heuristic class_weight='balanced'. 'auto' will be removed in 0.19
" 0.19", DeprecationWarning)
Fixing these would not take much time, and would help reduce the noise in the output.
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