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Table 5 Summary of results

From: Comparative evaluation of ARIMA and ANFIS for modeling of wireless network traffic time series

 

Number of parameters

RMSE

Case 1 (500 samples)

  

ARIMA

2

0.085

ANFIS

104

0.080

Case 2 (1,000 samples)

  

ARIMA

2

0.089

ANFIS

496

0.087

Case 3 (1,500 samples)

  

ARIMA

7

0.083

ANFIS

1,064

0.081