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. 2024 Apr 26;14:9645. doi: 10.1038/s41598-024-59958-9

Table 5.

Regression model performance metrics.

Model MAE MSE RMSE
ANN 3.62 × 108 1.48 × 1017 3.85 × 108
KNN 8612.42 152,786,500 12,360.69
DT 8434.81 146,647,300 12,109.80
RF 8656.18 144,307,100 12,012.79
SVR 8347.24 229,316,400 15,143.20
Xgboost 18,492.86 679,985,400 26,076.53