Table 3 R-Correlation coefficient for predicted vs. measured VAS responses for different combinations of hormone input data as indicated (✓ = present, ✗ = absent) for casein-high infusion in Dataset B. VAS scores: D = Desire to eat; H = Hunger; F = Fullness; S = Satiety
From: Feed-forward neural network model for hunger and satiety related VAS score prediction
Test data | GLP1 | CCK | PYY | Correlation Coefficient (R) | ||||
|---|---|---|---|---|---|---|---|---|
D | H | F | S | Average | ||||
a. | ✓ | ✗ | ✗ | 0.963 | 0.957 | 0.959 | 0.991 | 0.966 |
b. | ✓ | ✓ | ✓ | 0.963 | 0.957 | 0.956 | 0.989 | 0.965 |
c. | ✓ | ✓ | ✗ | 0.961 | 0.951 | 0.951 | 0.986 | 0.961 |
d. | ✓ | ✗ | ✓ | 0.957 | 0.944 | 0.972 | 0.964 | 0.959 |
e. | ✗ | ✓ | ✓ | 0.952 | 0.935 | 0.947 | 0.982 | 0.953 |
f. | ✗ | ✓ | ✗ | 0.955 | 0.940 | 0.942 | 0.980 | 0.953 |
g. | ✗ | ✗ | ✓ | 0.937 | 0.912 | 0.964 | 0.974 | 0.945 |