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.