Os11g0151400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Cytochrome P450 family protein.
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Os11g0151400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Cytochrome P450 family protein.
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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 = wind,
response mode = > th, dose dependency = dose independent, 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 61.04 | 0.367 | 2.75 | -0.0491 | 0.076 | -0.328 | 0.119 | 1.2 | 0.066 | 21.4 | 1 | 16 | -- | -- |
| 62.27 | 0.368 | 2.74 | -0.00352 | 0.0698 | -0.243 | 0.0727 | -- | 0.079 | 21.5 | 1.1 | 16 | -- | -- |
| 61.09 | 0.364 | 2.75 | -0.0527 | 0.0752 | -0.326 | -- | 1.18 | 0.066 | 21.5 | 1.015 | 16 | -- | -- |
| 62.29 | 0.368 | 2.74 | -0.00507 | 0.0693 | -0.237 | -- | -- | 0.0788 | 22.2 | 1.02 | 16 | -- | -- |
| 61.43 | 0.365 | 2.75 | -0.0505 | -- | -0.318 | -- | 1.16 | 0.0661 | -- | 1.035 | 16 | -- | -- |
| 63.5 | 0.374 | 2.74 | 0.0235 | 0.0927 | -- | -0.00564 | -- | 0.0764 | 1.14 | -- | -- | -- | -- |
| 63.5 | 0.373 | 2.74 | 0.0238 | 0.0927 | -- | -- | -- | 0.0765 | 1.12 | -- | -- | -- | -- |
| 62.58 | 0.368 | 2.74 | -0.00404 | -- | -0.238 | -- | -- | 0.0792 | -- | 1.034 | 16 | -- | -- |
| 62.29 | 0.368 | 2.74 | -- | 0.0691 | -0.236 | -- | -- | 0.0795 | 22.2 | 1.019 | 16 | -- | -- |
| 64.03 | 0.374 | 2.74 | 0.0273 | -- | -- | -- | -- | 0.0783 | -- | -- | -- | -- | -- |
| 63.52 | 0.373 | 2.74 | -- | 0.0931 | -- | -- | -- | 0.0738 | 1.13 | -- | -- | -- | -- |
| 62.58 | 0.368 | 2.74 | -- | -- | -0.237 | -- | -- | 0.0795 | -- | 1.021 | 16 | -- | -- |
| 64.05 | 0.374 | 2.74 | -- | -- | -- | -- | -- | 0.0753 | -- | -- | -- | -- | -- |
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 | 54.15 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
| 2 | 54.15 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
| 5 | 54.15 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
| 9 | 54.15 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
| 18 | 54.15 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
| 19 | 54.15 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
| 39 | 54.15 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
| 42 | 54.15 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
| 53 | 54.15 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
| 63 | 54.87 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 2 | 1 |
| 64 | 54.87 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
| 65 | 54.89 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
| 66 | 54.89 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
| 68 | 54.93 | wind | 3.0 | 10 | < th | dose independent | rect. | 2 | 1 |
| 70 | 54.95 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
| 71 | 54.96 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 75 | 55.01 | temperature | 25.0 | 10 | < th | dose independent | rect. | 2 | 1 |
| 78 | 55.02 | temperature | 10.0 | 10 | > th | dose independent | rect. | 2 | 1 |
| 81 | 55.02 | humidity | 50.0 | 10 | > th | dose independent | rect. | 2 | 1 |
| 85 | 55.02 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 2 | 1 |
| 87 | 55.02 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 1 |
| 92 | 55.02 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 2 | 1 |
| 93 | 55.02 | temperature | 10.0 | 10 | > th | dose independent | rect. | 3 | 23 |
| 94 | 55.02 | wind | 9.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
| 95 | 55.02 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
| 100 | 55.02 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 2 | 1 |
| 139 | 55.09 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 140 | 55.10 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 3 | 23 |
| 142 | 55.10 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
| 145 | 55.11 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 148 | 55.12 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 1 | 2 |
| 150 | 55.13 | temperature | 25.0 | 90 | > th | dose independent | rect. | 1 | 1 |
| 177 | 55.40 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
| 197 | 56.71 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
| 203 | 56.95 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
| 215 | 57.46 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
| 267 | 58.18 | humidity | 90.0 | 90 | < th | dose independent | rect. | 1 | 2 |
| 387 | 58.83 | temperature | 25.0 | 270 | > th | dose independent | rect. | 23 | 4 |
| 397 | 58.97 | temperature | 30.0 | 30 | < th | dose independent | rect. | 3 | 23 |
| 400 | 58.99 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 23 | 4 |
| 438 | 59.37 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
| 504 | 59.75 | wind | 1.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 561 | 59.79 | wind | 9.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
| 617 | 59.99 | wind | 1.0 | 90 | > th | dose independent | rect. | 3 | 22 |
| 674 | 60.12 | wind | 9.0 | 720 | < th | dose independent | rect. | 3 | 12 |
| 759 | 60.22 | humidity | 50.0 | 720 | > th | dose independent | rect. | 3 | 12 |
| 777 | 60.28 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 12 |
| 778 | 60.28 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 12 |
| 798 | 60.35 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 12 |
| 800 | 60.35 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 12 |
| 828 | 60.42 | temperature | 25.0 | 10 | < th | dose independent | rect. | 16 | 12 |
| 829 | 60.42 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 3 | 12 |
| 842 | 60.46 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
| 843 | 60.47 | wind | 1.0 | 10 | > th | dose independent | sin | 15 | NA |
| 846 | 60.48 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 3 | 12 |
| 857 | 60.52 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 17 | 22 |
| 858 | 60.52 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 17 | 22 |
| 866 | 60.54 | wind | 3.0 | 30 | < th | dose dependent | rect. | 17 | 10 |
| 877 | 60.56 | wind | 3.0 | 30 | < th | dose dependent | rect. | 21 | 6 |
| 905 | 60.61 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 15 | 12 |
| 907 | 60.62 | temperature | 15.0 | 720 | > th | dose independent | rect. | 15 | 2 |
| 913 | 60.63 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 15 | 2 |
| 914 | 60.63 | temperature | 25.0 | 10 | < th | dose independent | rect. | 14 | 14 |
| 917 | 60.63 | temperature | 10.0 | 720 | > th | dose independent | rect. | 17 | 22 |
| 924 | 60.64 | wind | 9.0 | 720 | < th | dose independent | rect. | 17 | 22 |