Comparison on of Minimization of Loos function for strength Prediction Model using DNN

DNN을 활용한 강도예측모델의 손실함수 최소화 기법 비교분석

In this study, compared and analyzed various loss function minimization techniques to present a methodology for developing a natural intelligence-based prediction system. As a result of the analysis, He Initialization was the best with RMSE: 3.78, R2: 0.94, and the error rate was 6%. However, it is considered desirable to construct a prediction system by combining each technique for optimization.