biofes is a Python library for biomedical feature selection.
pip install biofes==1.0.1
pip install "git+https://github.com/victorvicpal/biofes"
Biomedical Feature Selection for Machine Learning Models
License: MIT License
If the threshold is high and (probably) the dimensional reductions is not very high.
As a consequence, numpy.tril(numpy.corrcoef(bip.data[:,POS].T), -1) fails
Get Contributions from Variables / Groups / Rows and premultiply them by their corresponding coordinates in order to weight them
Project = (bip.Var_Coord * bip.Var_Cont).dot( (bip.Group_Coord * bip.Group_Cont) )
Add a vector of weights that gives relative importance to the classes, e.g. prioritize minority classes, or majority classes.
Tests are failing.
Review code.
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