Table 6:
Metrics for predictive models for RMR and Q indexes.
System
Algorithms
2 input parameters
3 input parameters
MAD
RMSE
MAD
RMSE
RMR
MR
1.248
1.543
1.137
1.598
ANN
1.317
1.833
1.330
2.279
SVM
1.584
2.384
1.168
1.828
Q
MR
0.031
0.054
0.020
0.028
ANN
0.031
0.065
0.003
0.008
SVM
0.040
0.106
0.009
0.029