Fig. 7From: Classification of battery compounds using structure-free Mendeleev encodingsFeature importance profiles showing the top 15 features of battery compounds in the experimental data set, encoded using Mendeleev encoding, for binary classification using a logistic regression, and b decision tree classification; and multi-class classification using c logistic regression, and d decision tree classificationBack to article page