Research Article

Development of Neural Network Model for Predicting Peak Ground Acceleration Based on Microtremor Measurement and Soil Boring Test Data

Table 3

Performance of neural network models (I4H4O1) for the three measuring stations.

StationTraining ( )Verification ( )Testing ( )
EWNSVHEWNSVHEWNSVH

MS10.9960.9990.9990.9990.8200.7660.8970.9260.8470.7600.7060.847
MS20.9970.9920.9950.9970.9180.6560.7260.7610.8150.7280.7370.601
MS30.9960.9991.0000.9990.8770.8780.7360.8930.7740.7550.6970.762

Average0.9960.9970.9980.9980.8720.7670.7860.8600.8120.7470.7140.737