IndexError: index 10 is out of bounds for axis 0 with size 10

[saskra]

I get the following error message with my X sized 10 by 22,206. It does not happen using your artificial example data:

mifs/examples/examples.py

Line 43 in ea2d1fc

X, y = make_classification(n_samples=s, n_features=f, n_informative=i,

Does anyone have an idea where it comes from?

MIFS = mifs.MutualInformationFeatureSelector(method='MRMR', verbose=2, k=3, n_jobs=39)
MIFS.fit(X, y)

Auto selected feature #1 : 97, MRMR : 1.2456349206349207
Auto selected feature #2 : 105, MRMR : 1.174697546314963
Auto selected feature #3 : 2221, MRMR : 1.1440936480371255
Auto selected feature #4 : 2638, MRMR : 1.1159469926404155
Auto selected feature #5 : 2648, MRMR : 1.075870166881065
Auto selected feature #6 : 108, MRMR : 1.0689369414517065
Auto selected feature #7 : 4244, MRMR : 1.0607923083006399
Auto selected feature #8 : 1760, MRMR : 1.0263351177165052
Auto selected feature #9 : 74, MRMR : 1.0321992176732293
Auto selected feature #10 : 1540, MRMR : 1.0072073023785721
Auto selected feature #11 : 1931, MRMR : 1.0046566589987855
Traceback (most recent call last):
  File "/snap/pycharm-professional/213/plugins/python/helpers/pydev/pydevd.py", line 1448, in _exec
    pydev_imports.execfile(file, globals, locals)  # execute the script
  File "/snap/pycharm-professional/213/plugins/python/helpers/pydev/_pydev_imps/_pydev_execfile.py", line 18, in execfile
    exec(compile(contents+"\n", file, 'exec'), glob, loc)
  File "/home/saskra/PycharmProjects/mifs/examples/examples.py", line 67, in <module>
    MIFS.fit(X, y)
  File "/home/saskra/PycharmProjects/mifs/mifs/mifs.py", line 196, in fit
    feature_mi_matrix[s, F] = mi.get_mi_vector(self, F, S[-1])
IndexError: index 10 is out of bounds for axis 0 with size 10
python-BaseException