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Machine learning algorithms for gel prediction. (A) Example of random forest and gradient boosting algorithms. (B) Illustration of SMOTE and ADASYN oversampling algorithms. (C–E) PR curve and ROC curve calculated from the random forest model (C), the gradient boosting model (D), and the logistic regression model (E).
