AttributeError: 'MutualInformationFeatureSelector' object has no attribute 'support_'

[ejlai]

New issue found...

$ python3 examples.py 
/.../.local/lib/python3.6/site-packages/sklearn/externals/joblib/__init__.py:15: DeprecationWarning: sklearn.externals.joblib is deprecated in 0.21 and will be removed in 0.23. Please import this functionality directly from joblib, which can be installed with: pip install joblib. If this warning is raised when loading pickled models, you may need to re-serialize those models with scikit-learn 0.21+.
  warnings.warn(msg, category=DeprecationWarning)
Auto selected feature #1 : 11, JMI : 0.0684383100490189
Auto selected feature #2 : 10, JMI : 0.2072219896820795
Auto selected feature #3 : 13, JMI : 0.14946908422839966
Auto selected feature #4 : 8, JMI : 0.12245840290111998
Auto selected feature #5 : 14, JMI : 0.12245840290111998
Auto selected feature #6 : 4, JMI : 0.1000503773473076
Auto selected feature #7 : 0, JMI : 0.1000503773473076
Auto selected feature #8 : 6, JMI : 0.09800851343094807
Auto selected feature #9 : 5, JMI : 0.093447512891502
Auto selected feature #10 : 2, JMI : 0.093447512891502
Auto selected feature #11 : 7, JMI : 0.057598055546301374
Auto selected feature #12 : 9, JMI : 0.057598055546301374
Auto selected feature #13 : 3, JMI : 0.042444329907475264
Auto selected feature #14 : 1, JMI : 0.04044575359988212
Auto selected feature #15 : 64, JMI : 0.03845355583264709
Auto selected feature #16 : 88, JMI : 0.03793724882524119
Auto selected feature #17 : 83, JMI : 0.03793724882524119
Auto selected feature #18 : 47, JMI : 0.03793724882524119
Traceback (most recent call last):
  File "examples.py", line 50, in <module>
    sens, prec = check_selection(np.where(MIFS.support_)[0], i, r)
AttributeError: 'MutualInformationFeatureSelector' object has no attribute 'support_'

[Davidoreilly12]

In the code it is as "_support_mask" instead