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GitHub - duxuhao/Feature-Selection: For general feature selection

 6 years ago
source link: https://github.com/duxuhao/Feature-Selection
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README.md

Features Selection

This code is based on the IJCAI-2018 but can tune easily for other dataset

How to run

  • modify the read dataset in FeatureSelection.py

  • modify the features combination you want to start with in temp variable in FeatureSelection.py

  • modify the useless features in FeatureSelection.py

  • add the potential features you want to add in

  • select your algorithm and recorded file name

  • change the validation in function k_fold in file LRS_SA_RGSS.py

  • change the evaluation operator in function ScoreUpdate() in LRS_SA_RGSS.py (> or <)

  • run the FeatureSelection.py

  • check the record file to see the result

  • This code take a while to run, you can stop it any time and restart by replace the best features combination in temp

This features selection method achieved

Algorithm details

Procedure


report

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