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. 2023 Dec 4;19:51. doi: 10.1186/s13005-023-00397-8

Table 4.

Comparison of three model prediction performance

Model MAE RMSE
MSR 4.664 5.680
SVM 4.045 4.947
RF 3.106 3.930

MAE: mean absolute error; RMSE: root mean square error; MSR: multiple stepwise regression; SVM: support vector machine; RF: random forest