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Table 5 Evaluation functions of the random forest regression performance in analyzing the importance of variables

From: Landscape structure and suitable habitat analysis for effective restoration planning in semi-arid mountain forests

Parameter BP-ANN model MaxEnt model GLM model Ensemble technique
MAE 0.07 0.08 0.1 0.06
MSE 0.02 0.01 0.01 0.00
RMSE 0.14 0.11 0.12 0.09