Fig. 3

a Tuning parameter of the RSF model. The OOB error rate is a measure of model accuracy, with lower rates indicating better predictive performance. The black sign in the figure is the parameter combination of mtry = 20 and nodesize = 9 and the corresponding OOB error rate is 29.2%. b Curve of the OOB error rate for RSF model