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BUG : Feature selection example from documentation not working #52

@nicl-nno

Description

@nicl-nno

Describe the bug
Example "1.2. Problem statement regarding data sets with redundant features" from https://itmo-fs.readthedocs.io/en/latest/introduction.html#problem-statement-regarding-data-sets-with-redundant-features is not working for the both pypi and github versions of itmo_fs.

To Reproduce
Steps to reproduce the behaviour:

  1. Install itmo_fs as pip install -U ITMO_FS
  2. Run example from https://itmo-fs.readthedocs.io/en/latest/introduction.html#problem-statement-regarding-data-sets-with-redundant-features
  3. Unknown parameter error (fig 1)
  4. (if parameter removed) - attribute error (fig 2)
  5. (if version from github master branch installed) - error TypeError (fig 3) for MOS

Expected behaviour
Two error metrics calculated and printed

Screenshots
fig 1:
image

fig 2:
image

fig 3
image

Desktop (please complete the following information):

  • OS: Windows 10

Additional context

I wanted to try using itmo_fs as a building block for pipelines in the FEDOT framework. However, the example from the documentation is not working for me.

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