Crystalmela: a new crystallographic machine learning platform for crystal system determination

HIGHLIGHTS

  • who: Nicola Corriero and collaborators from the Institute of Crystallography, CNR, Bari, Italy, bDepartment of Mathematics, University of Bari Aldo Moro, Bari, Italy, and have published the article: CrystalMELA: a new crystallographic machine learning platform for crystal system determination, in the Journal: (JOURNAL)
  • what: To the complete data set, the models were trained on two subsets containing only organic (metal-organics are considered organic) and inorganic compounds. To evaluate the model performances, the classification accuracy, Top-2 accuracy, F1 score and confusion matrix were used as metrics.
  • how: The authors made this choice . . .

     

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