Research Article

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

Table 7

Summary of the 300 simulations using precision score.

ModelDatasetAverageMinMaxSD

No regularizationTraining0.9100.8650.9410.017
Testing0.8880.7720.9640.042

RegularizationTraining0.9130.8760.9400.012
Testing0.8980.7880.9820.039