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Table 1 Descriptive statistics of data samples and best fit model in three cases

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

 

Number of Samples

Min

Max

Mean

Best fit model

Case 1

500

0.000

1.000

0.0986912

ARIMA (1,0,0)

Case 2

1,000

0.000

1.000

0.1074067

ARIMA (1,0,0)

Case 3

1,500

0.000

1.000

0.1084097

ARIMA (0,0,6)