Measures
Classifier
MAE RMSE RAE RRSE Time
MLP 0.0049 0.0527 1.03% 10.78% 16.97s
RBF 0.1649 0.3018 34.51% 61.76% 0.32s
ARTMAP 0.4595 0.6779 96.18% 138.71% 0.98s
MAE: Mean Absolute Error, RMSE: Root Mean Squared Error, RAE: Relative Absolute
Error, RRSE: Root Relative Squared Error
Table 5: Comparison of MLP, RBF and ARTMAP in terms of model performance error measures.