Research Article

Estimating Concrete Workability Based on Slump Test with Least Squares Support Vector Regression

Table 3

Result comparison.

MLRANNCSP-LSSVR

Training
RMSE1.230.940.46
MAPE (%)9.623.633.07
0.820.910.97
Testing
RMSE1.541.050.54
MAPE (%)12.085.963.68
0.280.830.96