Research Article

Application of Feedforward Neural Network and SPT Results in the Estimation of Seismic Soil Liquefaction Triggering

Table 4

Optimum hyperparameters of the last FFNN model.

HyperparameterOptimum value

Number of neurons15
SolverAdam (3)
Activation functionReLU (3)
Max iteration2000
Learning rate0.01
Best accuracy0.862