Advances in Artificial Neural Systems / 2014 / Article / Tab 2

Research Article

Modeling Slump of Ready Mix Concrete Using Genetically Evolved Artificial Neural Networks

Table 2

Statistical performance of ANN models for training, validation, and testing data sets.

ModelMAE (mm)RMSE (mm)MAPE (%)RSR

Training
 ANN1.73782.40271.18620.98040.96100.1974
 ANN-GA1.5062.23571.04790.98300.96630.1837
Validation
 ANN1.98292.74891.34740.97460.94820.2276
 ANN-GA1.62992.46871.09910.97940.95820.2044
Testing
 ANN2.06512.95821.39160.97350.94740.2294
 ANN-GA1.77692.62951.23820.98030.95840.2039

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