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Using python to practice feature engineering and feature selection

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Filter_WrapperMethod_FeatureSelection.ipynb

Filter_WrapperMethod_FeatureSelection.ipynb

 
 

Lazy_Predict.ipynb

Lazy_Predict.ipynb

 
 

PCA_FeatureExtraction.ipynb

PCA_FeatureExtraction.ipynb

 
 

README.md

README.md

 
 

Training_Regression_Model.ipynb

Training_Regression_Model.ipynb

 
 

XGBoost_Bayes_FeatureSelection.ipynb

XGBoost_Bayes_FeatureSelection.ipynb

 
 

Repository files navigation

  • Using LazyPredict
  • Feature Extraction with PCA
  • Feature Selection with Filter and Wrapper Method and comparison.
  • Using XGBoost and Naive Bayes to select Features

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Using python to practice feature engineering and feature selection

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