Table 1 MAPE averages for different correlation structures of the errors with fivefold cross-validation and 30 replications
From: On the application of generalized linear mixed models for predicting path loss in LTE networks
Correlation structure | Average MAPE (Standard Error) |
|---|---|
\(\textrm{AR}(1)\) | 1.0785 (0.0007) |
ARMA(1, 1) | 1.0868 (0.0008) |
ARMA(1, 2) | 1.1122 (0.0009) |
\(\textrm{AR}(2)\) | 1.0803 (0.0009) |
ARMA(2, 1) | 1.1475 (0.0017) |
ARMA(2, 2) | 1.1794 (0.0020) |