Table 4 Result of Y-scrambling test for the selected model
Model | R | R2 | Q2 |
|---|---|---|---|
Original | 0.891074 | 0.794014 | 0.66778 |
Random 1 | 0.52001 | 0.270411 | -0.3075 |
Random 2 | 0.301356 | 0.090816 | -0.32506 |
Random 3 | 0.434349 | 0.188659 | -0.4247 |
Random 4 | 0.361105 | 0.130397 | -0.34535 |
Random 5 | 0.149213 | 0.022265 | -0.50583 |
Random 6 | 0.555151 | 0.308193 | -0.03051 |
Random 7 | 0.308871 | 0.095401 | -0.33896 |
Random 8 | 0.475642 | 0.226235 | -0.10752 |
Random 9 | 0.530334 | 0.281254 | -0.11649 |
Random 10 | 0.465513 | 0.216702 | -0.59389 |
Random Models Parameters | |||
Average r: | 0.410154 | ||
Average r2: | 0.183033 | ||
Average Q2: | -0.30958 | ||
cRp2: | 0.7049 | ||