TableĀ 9

Model selection of machine-learning methods

MethodsR-squaredMean squared errorExplained variance scoreMean absolute error
SVR0.81344.49250.81711.2972
Random forest0.98200.43350.98260.4803
GBDT0.98420.38120.98450.4446
XGBoost0.98470.36730.98560.4512

Source(s): The table is created by authors

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