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

Figure 8

Density diagram of 300 simulations with (a) use regularization (accuracy); (b) no regularization (accuracy); (c) use regularization (precision); (d) no regularization (precision); (e) use regularization (f1); (f) no regularization (f1).

(a)

(b)

(c)

(d)

(e)

(f)