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Boston.ipynb
Boston.ipynb
 
 
Diamonds.ipynb
Diamonds.ipynb
 
 
Diamonds_Prices2022.csv
Diamonds_Prices2022.csv
 
 
German_credit_data.ipynb
German_credit_data.ipynb
 
 
README.md
README.md
 
 
boston_inputs_test.csv
boston_inputs_test.csv
 
 
boston_inputs_train.csv
boston_inputs_train.csv
 
 
boston_outputs_test.csv
boston_outputs_test.csv
 
 
boston_outputs_train.csv
boston_outputs_train.csv
 
 
diamonds_inputs_test.csv
diamonds_inputs_test.csv
 
 
diamonds_inputs_train.csv
diamonds_inputs_train.csv
 
 
diamonds_outputs_test.csv
diamonds_outputs_test.csv
 
 
diamonds_outputs_train.csv
diamonds_outputs_train.csv
 
 
equation_etat.ipynb
equation_etat.ipynb
 
 
higgs.ipynb
higgs.ipynb
 
 
sonar.csv
sonar.csv
 
 
sonar.ipynb
sonar.ipynb
 
 
sonar_inputs_test.csv
sonar_inputs_test.csv
 
 
sonar_inputs_train.csv
sonar_inputs_train.csv
 
 
sonar_outputs_test.csv
sonar_outputs_test.csv
 
 
sonar_outputs_train.csv
sonar_outputs_train.csv
 
 

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ML_data

To be completely reproductible, I present the pretreatment of the data in Jupyter notebooks. I also give the output files. So to reproduce the article experiment, it is sufficient to start direcly from the training and testing files.

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Data pretreatment

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