Table 4:
Results for the models using the different IVS for φ’ prediction.
N.
Regression
ANN
R
2
MAD
RMSE
RMSE
1
0.968±0.004
0.521±0.020
1.002±0.106
0.672±0.195
2
0.869±0.012
1.162±0.043
2.019±0.154
1.970±0.502
3
0.965±0.001
0.600±0.021
1.051±0.068
0.807±0.092
4
0.952±0.002
0.776±0.019
1.226±0.071
2.290±0.303