Fig. 8From: Learning chemistry: exploring the suitability of machine learning for the task of structure-based chemical ontology classificationViolin plot of F1 scores per algorithm for the 100x500 problem (left) and the 500x100 problem (right). LR = Logistic regression;KNN = K-nearest neighbours; CART = Decision tree; RF = Random forest; NB = Naive Bayes; SVM = Support vector machine; LDA = Linear discriminant analysis; LSTM-Long short-term memory networkBack to article page