Different results

[yusufmet]

Dear Develoer,
I have been interested in feature selection for a while. GINI index results in ITMO_FS are quite different between 0.3.3 and 0.3 versions when using the same data set.
The values obtained according to the two versions are below

Feature-  Gini values at 0.33  -- 0.30
 'Q-1': 0.0171165   ---   0.017209
 'Q-2': 0.0302192   ---   0.030236
 'Q-3': 0.038750   ---   0.038718
 'MeanQ': 0.0224271   ---   0.040471  **
 'MTI': 0.0418138   ---   0.071110  ** 
 'Prep': 0.071110   ---   0.018591  **
Humid': 0.002983   ---   0.047469  ****
 'Temp': 0.051686   ---   0.024229  **
 'S': 0.035492569   ---   0.973375  ****
 'T': 0.009388788   ---   0.015001  ** 
'R': 0.032898059   ---   0.986235  ****

Is there a source explaining the difference between the two? Which Gini value should I take as the limit in the final version? How should I decide which feature to use or not in the next step?
I would be glad if you could help
Regards,

[yusufmet]

Dear Somacruz,
GINI index results in ITMO_FS are quite different between versions 0.3.3 and 0.3 when using the same data set.
Which Gini value should I take as the limit? Which feature(s) significant? How should I decide which feature to use or not in the AI model?

I would be glad if you could help
Regards,