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Table 8 Comparison of model evaluation indexes of different models for the Box and Jenkins example (case 2)

From: T-S fuzzy systems optimization identification based on FCM and PSO

Model

No. of inputs

No. of rules

MSE

 
   

Training

Test

Kim et al. [10]

6

2

0.034

0.244

Tsekouras [32]

6

7

0.022

0.236

Li et al. [12]

6

3

0.0159

0.1255

Our model

6

3

0.0124

0.1699