Table 4.
Y-randomization of the model.
MODEL TYPE | R | R2 | Q2LOO |
---|---|---|---|
Original | 0.953 | 0.907 | 0.866 |
Random 1 | 0.236 | 0.056 | −0.412 |
Random 2 | 0.397 | 0.157 | −0.256 |
Random 3 | 0.349 | 0.122 | −0.446 |
Random 4 | 0.230 | 0.053 | −0.302 |
Random 5 | 0.332 | 0.110 | −0.437 |
Random 6 | 0.358 | 0.128 | −0.259 |
Random 7 | 0.316 | 0.100 | −0.296 |
Random 8 | 0.430 | 0.185 | −0.314 |
Random 9 | 0.287 | 0.082 | −0.532 |
Random 10 | 0.288 | 0.083 | −0.237 |
Random Models Parameters | |||
Average R | 0.380 | ||
Average R2 | 0.180 | ||
Average Q2(LOO) | −0.239 | ||
cRp2 | 0.854 |