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. 2024 Sep 18;17(9):1230. doi: 10.3390/ph17091230

Table 2.

Results of method comparison on the regression task.

Name MSE RMSE MAE MAPE
RF 0.007 0.063 0.056 8.570
GBDT 0.010 0.101 0.088 13.787
SVM 0.009 0.096 0.077 13.687
XGBoost 0.010 0.099 0.090 14.086
CART 0.000 0.011 0.010 35.845
Syn-COM 0.001 0.037 0.025 0.981