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. 2022 Aug 17;9:864312. doi: 10.3389/fcvm.2022.864312

TABLE 2.

Model performance comparison.

Classifier Classification results Accuracy Recall rate F1 value
XGBoost LVRR 0.858 0.875 0.856
Non-LVRR 0.896 0.871 0.875
Random forest LVRR 0.851 0.861 0.836
Non-LVRR 0.897 0.896 0.886
Logistic regression LVRR 0.840 0.657 0.696
Non-LVRR 0.788 0.899 0.825