Table 4.
Y-randomization test of the model descriptors.
MODEL | R | R2 | Q2 (LOO) | MODEL | R | R2 | Q2 (LOO) |
---|---|---|---|---|---|---|---|
Original | 0.9173 | 0.8414 | 0.7681 | Original | 0.9173 | 0.8414 | 0.7681 |
Random 1 | 0.3574 | 0.1278 | -0.3666 | Random 26 | 0.1883 | 0.0355 | -0.4099 |
Random 2 | 0.4594 | 0.2110 | -0.2035 | Random 27 | 0.4261 | 0.1816 | -0.2759 |
Random 3 | 0.6423 | 0.4125 | 0.1551 | Random 28 | 0.3670 | 0.1347 | -0.2425 |
Random 4 | 0.4056 | 0.1645 | -0.2584 | Random 29 | 0.2001 | 0.0400 | -0.4476 |
Random 5 | 0.3451 | 0.1191 | -0.3870 | Random 30 | 0.5056 | 0.2556 | -0.0475 |
Random 6 | 0.4313 | 0.1860 | -0.1520 | Random 31 | 0.5078 | 0.2579 | -0.0803 |
Random 7 | 0.4283 | 0.1834 | -0.1529 | Random 32 | 0.3403 | 0.1158 | -0.3843 |
Random 8 | 0.2939 | 0.0864 | -0.2523 | Random 33 | 0.3982 | 0.1586 | -0.2892 |
Random 9 | 0.4702 | 0.2211 | -0.2299 | Random 34 | 0.4203 | 0.1767 | -0.2389 |
Random 10 | 0.4601 | 0.2116 | -0.1496 | Random 35 | 0.2010 | 0.0404 | -0.4155 |
Random 11 | 0.5903 | 0.3485 | 0.0092 | Random 36 | 0.1324 | 0.0175 | -0.4710 |
Random 12 | 0.4882 | 0.2383 | -0.1971 | Random 37 | 0.3296 | 0.1087 | -0.2136 |
Random 13 | 0.2064 | 0.0426 | -0.4425 | Random 38 | 0.5965 | 0.3558 | 0.0670 |
Random 14 | 0.4616 | 0.2131 | -0.0565 | Random 39 | 0.4398 | 0.1934 | -0.1688 |
Random 15 | 0.3612 | 0.1305 | -0.2809 | Random 40 | 0.2732 | 0.0746 | -0.2944 |
Random 16 | 0.2242 | 0.0502 | -0.4404 | Random 41 | 0.5819 | 0.3386 | 0.0801 |
Random 17 | 0.4770 | 0.2275 | -0.1251 | Random 42 | 0.4008 | 0.1607 | -0.2296 |
Random 18 | 0.4521 | 0.2044 | -0.1910 | Random 43 | 0.3549 | 0.1260 | -0.3604 |
Random 19 | 0.5014 | 0.2514 | -0.0418 | Random 44 | 0.3377 | 0.1141 | -0.2984 |
Random 20 | 0.4896 | 0.2397 | -0.1612 | Random 45 | 0.3193 | 0.1019 | -0.3648 |
Random 21 | 0.4392 | 0.1929 | -0.1599 | Random 46 | 0.4605 | 0.2120 | -0.1540 |
Random 22 | 0.4078 | 0.1663 | -0.1980 | Random 47 | 0.4489 | 0.2015 | -0.1382 |
Random 23 | 0.4914 | 0.2414 | -0.1107 | Random 48 | 0.4655 | 0.2167 | -0.1767 |
Random 24 | 0.3306 | 0.1093 | -0.2728 | Random 49 | 0.5281 | 0.2789 | -0.0766 |
Random 25 | 0.2410 | 0.0581 | -0.4051 | Random 50 | 0.2152 | 0.0463 | -0.3323 |
Random Models Parameters | |
Average R | 0.40808 |
Average R2 | 0.18476 |
Average Q2 | -0.20129 |
CRp2 | 0.75814 |