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

Table 8

Summary of the 300 simulations using F1 score.

Model	Dataset	Average	Min	Max	SD
No regularization	Training	0.904	0.861	0.935	0.016
	Testing	0.888	0.815	0.963	0.030
Regularization	Training	0.906	0.866	0.931	0.011
	Testing	0.897	0.845	0.963	0.022