Journals
Publish with us
Publishing partnerships
About us
Blog
Computational Intelligence and Neuroscience
Journal overview
For authors
For reviewers
For editors
Table of Contents
Special Issues
Computational Intelligence and Neuroscience
/
2021
/
Article
/
Tab 4
/
Research Article
Modeling and Analysis of Data-Driven Systems through Computational Neuroscience Wavelet-Deep Optimized Model for Nonlinear Multicomponent Data Forecasting
Table 4
Performance of models with different hyperparameter.
Hyperparameter optimization method
RMSE
MAE
NRMSE
SMAPE
R
SMBO
21.7300
16.2063
0.0682
0.5637
0.9276
Random search
26.6429
18.7716
0.0888
0.5986
0.8926