Table 3 Comparison between FFBP and CFBP model.

From: Data-driven assessment of corrosion in reinforced concrete structures embedded in clay dominated soils

Model

 

R

APE

MAPE

AAD

RMSE

SDAPE

E

SI

FFBP

All

0.9985

-18.8322

35.8170

5.2332

0.0456

92.7299

0.9970

0.0771

Training

0.9990

-19.4563

37.1181

4.5743

0.0369

101.6642

0.9980

0.0652

Testing

0.9978

-16.2467

30.4268

7.4738

0.0709

40.0791

0.9929

0.1026

CFBP

All

0.9898

-21.2641

36.1292

7.7083

0.1192

111.6837

0.9795

0.2016

Training

1.0000

-0.0127

0.2383

0.0441

0.0003

0.4322

1.0000

0.0006

Testing

0.9528

-109.305

184.820

33.7668

0.2703

196.3811

0.8976

0.3913

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