Table 1 Simulation evaluation index of RF-R model evaporation by month.

From: Simulation and analysis of evapotranspiration from desert grasslands based on a random forest regression model

Month

R2

MBE(mm/month)

RMSE(mm/month)

1

0.964

0.018

0.246

2

0.983

0.063

0.330

3

0.974

0.232

1.038

4

0.980

0.303

1.648

5

0.982

−0.016

1.829

6

0.984

−0.262

1.856

7

0.989

0.454

1.660

8

0.980

0.356

1.829

9

0.961

0.233

1.621

10

0.961

0.172

0.689

11

0.952

0.040

0.202

12

0.956

0.022

0.066

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