Table 5 Accuracy of each integrated learning model.

From: Study on debris flow vulnerability of ensemble learning model based on spy technology A case study of upper Minjiang river basin

 

RF

SPY-RF

Stacking-RF

SPY-Stacking-RF

XGBoost

SPY-XGBoost

Stacking-XGBoost

SPY-Stacking-XGBoost

Accurancy

0.826

0.906

0.731

0.783

0.739

0.92

0.804

0.89

Precision

0.68

0.944

0.727

0.700

0.633

0.885

0.696

0.875

Recall

1.000

0.895

0.667

0.778

0.950

0.905

0.889

0.91

F1 Score

0.81

0.919

0.696

0.737

0.760

0.915

0.781

0.909

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