Os10g0561300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Monosaccharid transporter.
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Os10g0561300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Monosaccharid transporter.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose dependent, type of G = no)
| deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164.53 | 0.603 | 11.9 | 2.74 | 3.17 | 1.39 | -1.47 | -5.41 | 0.303 | 7.65 | 22.77 | 299 | -- | -- |
| 179.68 | 0.624 | 11.8 | 3.6 | 3.17 | 1.12 | -0.999 | -- | 0.514 | 7.78 | 22.08 | 424 | -- | -- |
| 169.92 | 0.607 | 11.9 | 2.84 | 3.17 | 1.39 | -- | -4.58 | 0.339 | 7.59 | 22.72 | 279 | -- | -- |
| 180.44 | 0.626 | 11.8 | 3.64 | 3.18 | 0.985 | -- | -- | 0.588 | 7.77 | 23.29 | 422 | -- | -- |
| 607.6 | 1.15 | 11.9 | 3.1 | -- | 0.614 | -- | -4.64 | 0.499 | -- | 22.72 | 279 | -- | -- |
| 193.25 | 0.652 | 11.7 | 3.88 | 2.79 | -- | -1.28 | -- | 0.724 | 8.1 | -- | -- | -- | -- |
| 198.08 | 0.659 | 11.7 | 3.84 | 2.8 | -- | -- | -- | 0.724 | 8.04 | -- | -- | -- | -- |
| 582.78 | 1.12 | 11.8 | 3.59 | -- | 0.751 | -- | -- | 0.62 | -- | 33.9 | 7192 | -- | -- |
| 220.13 | 0.691 | 12.1 | -- | 2.82 | 3.06 | -- | -- | -0.632 | 8.12 | 12.29 | 47520 | -- | -- |
| 626.36 | 1.17 | 11.8 | 3.87 | -- | -- | -- | -- | 0.759 | -- | -- | -- | -- | -- |
| 587.51 | 1.13 | 11.8 | -- | 2.82 | -- | -- | -- | 0.296 | 7.95 | -- | -- | -- | -- |
| 656.03 | 1.19 | 12.1 | -- | -- | 3.05 | -- | -- | -0.597 | -- | 12.16 | 47520 | -- | -- |
| 1021.44 | 1.49 | 11.9 | -- | -- | -- | -- | -- | 0.329 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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Local optima within top1000 grid-points
| rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 151.10 | humidity | 60.0 | 270 | > th | dose independent | rect. | 15 | 10 |
| 2 | 151.11 | temperature | 30.0 | 270 | < th | dose independent | rect. | 15 | 10 |
| 3 | 151.39 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 9 | 11 |
| 19 | 154.84 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 17 |
| 23 | 155.22 | humidity | 70.0 | 10 | > th | dose independent | rect. | 18 | 9 |
| 47 | 157.10 | humidity | 70.0 | 30 | > th | dose independent | rect. | 18 | 7 |
| 53 | 157.47 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 12 | 10 |
| 72 | 158.45 | radiation | 1.0 | 270 | < th | dose independent | rect. | 15 | 10 |
| 77 | 158.53 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 3 | 18 |
| 93 | 158.91 | temperature | 10.0 | 270 | > th | dose dependent | sin | 22 | NA |
| 95 | 158.97 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 15 | 9 |
| 107 | 159.20 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 15 | 9 |
| 128 | 159.76 | radiation | 1.0 | 270 | < th | dose independent | rect. | 9 | 16 |
| 155 | 160.10 | temperature | 20.0 | 270 | > th | dose dependent | sin | 21 | NA |
| 157 | 160.12 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 9 | 15 |
| 188 | 160.49 | humidity | 70.0 | 10 | > th | dose independent | sin | 13 | NA |
| 197 | 160.63 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 19 | 9 |
| 204 | 160.70 | temperature | 30.0 | 270 | < th | dose independent | sin | 18 | NA |
| 215 | 160.83 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 19 | 7 |
| 277 | 161.93 | radiation | 1.0 | 270 | < th | dose independent | sin | 17 | NA |
| 286 | 162.03 | radiation | 1.0 | 270 | < th | dose dependent | sin | 18 | NA |
| 327 | 162.63 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 12 |
| 365 | 163.10 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 9 | 4 |
| 367 | 163.11 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 18 |
| 406 | 163.44 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 18 |
| 407 | 163.44 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 18 |
| 410 | 163.49 | wind | 1.0 | 270 | > th | dose independent | rect. | 18 | 6 |
| 445 | 163.75 | wind | 9.0 | 270 | < th | dose independent | rect. | 18 | 6 |
| 452 | 163.76 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 10 | 9 |
| 453 | 163.78 | temperature | 10.0 | 270 | > th | dose independent | rect. | 18 | 6 |
| 455 | 163.78 | radiation | 20.0 | 270 | < th | dose independent | rect. | 18 | 6 |
| 458 | 163.78 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 18 |
| 459 | 163.78 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 18 |
| 462 | 163.83 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 18 | 6 |
| 464 | 163.83 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 18 | 6 |
| 467 | 163.85 | radiation | 1.0 | 270 | > th | dose independent | sin | 18 | NA |
| 509 | 164.04 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 6 |
| 515 | 164.06 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 18 |
| 517 | 164.09 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 18 |
| 533 | 164.19 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 6 | 7 |
| 535 | 164.20 | radiation | 1.0 | 30 | < th | dose dependent | sin | 14 | NA |
| 546 | 164.27 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 19 | 9 |
| 549 | 164.27 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 19 | 9 |
| 553 | 164.27 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 19 | 9 |
| 555 | 164.27 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 19 | 9 |
| 556 | 164.27 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 19 | 9 |
| 576 | 164.27 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 15 |
| 584 | 164.29 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 19 | 7 |
| 587 | 164.29 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 19 | 7 |
| 591 | 164.29 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 19 | 7 |
| 593 | 164.29 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 19 | 7 |
| 594 | 164.29 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 19 | 7 |
| 614 | 164.29 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 17 |
| 700 | 164.81 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 16 |
| 707 | 164.85 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 16 |
| 739 | 164.95 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 10 | 9 |
| 765 | 165.08 | temperature | 30.0 | 720 | < th | dose independent | rect. | 15 | 18 |
| 766 | 165.09 | humidity | 70.0 | 10 | > th | dose independent | rect. | 16 | 11 |
| 768 | 165.11 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 9 | 21 |
| 778 | 165.14 | temperature | 30.0 | 720 | < th | dose independent | rect. | 11 | 14 |
| 783 | 165.16 | humidity | 90.0 | 10 | < th | dose independent | rect. | 12 | 9 |
| 791 | 165.20 | humidity | 50.0 | 270 | > th | dose independent | sin | 18 | NA |
| 819 | 165.30 | temperature | 30.0 | 720 | < th | dose independent | rect. | 13 | 6 |
| 837 | 165.45 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 18 | 7 |
| 844 | 165.48 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 9 |
| 847 | 165.48 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 9 |
| 855 | 165.53 | humidity | 50.0 | 270 | > th | dose independent | rect. | 15 | 23 |
| 862 | 165.55 | temperature | 30.0 | 720 | < th | dose independent | rect. | 13 | 20 |
| 866 | 165.57 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 23 | 7 |
| 870 | 165.58 | temperature | 30.0 | 720 | < th | dose independent | rect. | 11 | 8 |
| 875 | 165.59 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 9 |
| 878 | 165.59 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 15 |
| 879 | 165.59 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 15 |
| 886 | 165.62 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 15 |
| 888 | 165.63 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 15 |
| 893 | 165.65 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 11 | 16 |
| 908 | 165.71 | wind | 1.0 | 270 | > th | dose independent | rect. | 10 | 9 |
| 930 | 165.78 | temperature | 25.0 | 270 | > th | dose independent | rect. | 9 | 11 |
| 932 | 165.78 | radiation | 1.0 | 270 | > th | dose independent | rect. | 10 | 20 |
| 933 | 165.78 | temperature | 10.0 | 720 | > th | dose dependent | sin | 4 | NA |
| 942 | 165.84 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 13 | 14 |
| 977 | 165.95 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 10 | 1 |
| 998 | 166.01 | wind | 5.0 | 270 | < th | dose independent | rect. | 23 | 7 |