Research Article

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

Table 2

Performance of neural network model (I3H4O1) in different calculation stages.

StationTraining ( )Verification ( )Testing ( )
EWNSVHEWNSVHEWNSVH

MS10.7620.6820.8920.7680.1450.2350.0150.0180.2360.3490.0280.067
MS20.6560.7820.9000.8340.0130.0040.0200.0260.2710.3610.0010.132
MS30.7580.6890.8210.7400.0190.1200.0950.0870.2350.1650.0590.017