Journals
Publish with us
Publishing partnerships
About us
Blog
Security and Communication Networks
Journal overview
For authors
For reviewers
For editors
Table of Contents
Special Issues
Security and Communication Networks
/
2022
/
Article
/
Tab 2
/
Research Article
A Hybrid Approach by CEEMDAN-Improved PSO-LSTM Model for Network Traffic Prediction
Table 2
Errors of LSTM prediction models under different parameter combinations.
Index
IPSO-LSTM12
IPSO-LSTM22
IPSO-LSTM23-1
IPSO-LSTM23-2
RMSE
46.93
46.77
47.20
46.93
MAE
21.61
40.71
42.47
41.14
MAPE (%)
20.67
31.28
33.07
32.58