Research Article

Time Series Prediction Based on Complex-Valued S-System Model

Table 6

Performance comparison of the 6 prediction models.

MethodsFitting the dataGeneralization abilityPrediction effect

CVSSStrongStrongStrong
S-systemStrongMediumMedium
ODEMediumMediumMedium
FNTMediumMediumWeak
RBFNNWeakWeakMedium
ARIMAWeakWeakWeak