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. 2022 Aug 8;8(8):e10101. doi: 10.1016/j.heliyon.2022.e10101

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