Skip to main content

Table 4 Performance scores of LM, BRA and EC4 on the entire dataset (All data)

From: Practical ANN prediction models for the axial capacity of square CFST columns

Criteria

Unit

LM

BRA

EC4

MSE

(\(\cdot{10}^{-4} {\text{kN}}^{2}\))

6.480

5.182

20.789

RMSE

(\(\cdot{10}^{-2} \, {\text{kN}}\))

2.546

2.276

4.559

MAE

(\(\cdot{10}^{-2} \, {\text{kN}}\))

1.601

1.593

2.531

MAPE

2.797

2.596

6.259