Method | SP175 | SP175(nr) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
H | E | O | H | E | O | |||||||
δ | r | δ | r | δ | r | δ | r | δ | r | δ | r | |
SELMAT3 | 0.063 | 0.957 | 0.083 | 0.862 | 0.078 | 0.701 | 0.065 | 0.954 | 0.090 | 0.833 | 0.083 | 0.672 |
SELMAT1_norm | 0.062 | 0.958 | 0.070 | 0.904 | 0.071 | 0.757 | 0.065 | 0.955 | 0.072 | 0.897 | 0.073 | 0.746 |
SIMPLS | 0.055 | 0.968 | 0.070 | 0.905 | 0.065 | 0.800 | 0.056 | 0.967 | 0.071 | 0.901 | 0.065 | 0.797 |
PCR | 0.057 | 0.966 | 0.069 | 0.906 | 0.066 | 0.796 | 0.058 | 0.965 | 0.071 | 0.902 | 0.066 | 0.792 |
PLS | 0.053 | 0.971 | 0.073 | 0.895 | 0.068 | 0.781 | 0.053 | 0.970 | 0.074 | 0.893 | 0.069 | 0.774 |
PLS-opt | 0.052 | 0.971 | 0.070 | 0.902 | 0.066 | 0.796 | 0.054 | 0.970 | 0.072 | 0.900 | 0.066 | 0.790 |
NN | 0.055 | 0.968 | 0.067 | 0.912 | 0.062 | 0.816 | 0.056 | 0.967 | 0.068 | 0.909 | 0.064 | 0.805 |
SIMPL-NN | 0.057 | 0.965 | 0.064 | 0.923 | 0.055 | 0.860 | 0.056 | 0.964 | 0.065 | 0.918 | 0.057 | 0.850 |
SVM | 0.057 | 0.966 | 0.069 | 0.908 | 0.066 | 0.792 | 0.060 | 0.964 | 0.072 | 0.902 | 0.067 | 0.785 |