The International Journal of Fuzzy Logic and Intelligent Systems

eISSN 2093-744X
pISSN 1598-2645

Results of trials for dataset optimization

S. No Type of data Training error (RMSE) Testing error (RMSE)
1 Original data 3.839 4.216
2 Increasing order data 9.231 79.221
3 Normalized data 2.8 4.492
4 Variables expressed as ratio of cement 2.53 3.2
International Journal of Fuzzy Logic and Intelligent Systems 2021;21:176~188 https://doi.org/10.5391/IJFIS.2021.21.2.176
© IJFIS
Copyright © The Korean Institute of Intelligent Systems. All Rights Reserved. / Powered by INFOrang Co., Ltd