Table 5.
Y-scrambling test.
| Model | R | R2 | Q2 |
|---|---|---|---|
| Original | 0.842447 | 0.709717 | 0.504914 |
| Random 1 | 0.63572 | 0.40414 | 0.013407 |
| Random 2 | 0.577014 | 0.332946 | -0.05171 |
| Random 3 | 0.440502 | 0.194042 | -0.35335 |
| Random 4 | 0.252932 | 0.063975 | -0.53688 |
| Random 5 | 0.631791 | 0.39916 | -0.04994 |
| Random 6 | 0.25435 | 0.064694 | -0.46379 |
| Random 7 | 0.279886 | 0.078336 | -0.59263 |
| Random 8 | 0.307425 | 0.09451 | -0.59972 |
| Random 9 | 0.424458 | 0.180165 | -0.3578 |
| Random 10 | 0.627664 | 0.393962 | -0.14752 |
| Average r: | 0.443174 | ||
| Average r2: | 0.220593 | ||
| Average Q2: | -0.31399 | ||
| cRp2: | 0.603579 |