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Machine Learning code and dataset with ReadMe.zip (174.65 kB)

Machine Learning code and dataset

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modified on 2023-02-24, 17:15

  

This machine learning code (in Python) and input data has been used to predict green steel production costs. The following files are included in the sharing:

  • ML_LCOS_selectfeatures_220816.py: The main code for training and validation.
  • Helper.py: Code needed to support the main code.
  • RA_data_220816.csv: Input data to the main code, containing the entire dataset for both training and validation.
  • RA_data_220816_REstats_norm.csv: Input data to the main code, containing the dataset for multi-collinearity analysis.