Fig. 3

(a) The confusion matrix of predicted and actual results in testing samples based on the decision tree model; (b) the confusion matrix of predicted and actual results in testing samples based on the SVM model; (c) the confusion matrix of predicted and actual results in testing samples based on the XGBoost; (d) the confusion matrix of predicted and actual results in testing samples based on the random forest