Os11g0645200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Aldo/keto reductase family protein.
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Os11g0645200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Aldo/keto reductase 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 123.55 | 0.522 | 9.41 | -0.545 | 1.38 | 1.72 | -1.68 | -1.94 | -1.21 | 22 | 21.88 | 200 | -- | -- |
| 125.91 | 0.523 | 9.37 | -0.181 | 1.4 | 1.52 | -1.62 | -- | -1.1 | 21.8 | 21.66 | 194 | -- | -- |
| 134.16 | 0.539 | 9.4 | -0.406 | 1.39 | 1.74 | -- | -1.47 | -1.19 | 22.2 | 21.99 | 190 | -- | -- |
| 135.44 | 0.542 | 9.37 | -0.147 | 1.42 | 1.63 | -- | -- | -1.12 | 22.1 | 21.69 | 174 | -- | -- |
| 190.26 | 0.642 | 9.44 | -1.11 | -- | 2.36 | -- | -3.95 | -1.43 | -- | 22.24 | 657 | -- | -- |
| 169.29 | 0.61 | 9.32 | 0.147 | 1.56 | -- | -1.9 | -- | -0.852 | 20.4 | -- | -- | -- | -- |
| 180.63 | 0.629 | 9.32 | 0.205 | 1.56 | -- | -- | -- | -0.853 | 20.4 | -- | -- | -- | -- |
| 198.32 | 0.656 | 9.36 | -0.346 | -- | 2.13 | -- | -- | -1.24 | -- | 20.59 | 658 | -- | -- |
| 135.97 | 0.543 | 9.36 | -- | 1.42 | 1.58 | -- | -- | -1.09 | 22 | 21.76 | 174 | -- | -- |
| 316.27 | 0.831 | 9.28 | 0.197 | -- | -- | -- | -- | -0.869 | -- | -- | -- | -- | -- |
| 181.73 | 0.631 | 9.32 | -- | 1.56 | -- | -- | -- | -0.876 | 20.4 | -- | -- | -- | -- |
| 201.11 | 0.66 | 9.35 | -- | -- | 2.02 | -- | -- | -1.18 | -- | 21.24 | 655 | -- | -- |
| 317.29 | 0.831 | 9.28 | -- | -- | -- | -- | -- | -0.891 | -- | -- | -- | -- | -- |
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 | 110.44 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 18 |
| 4 | 112.34 | temperature | 25.0 | 270 | < th | dose independent | rect. | 4 | 17 |
| 35 | 116.88 | temperature | 25.0 | 270 | < th | dose independent | rect. | 4 | 11 |
| 36 | 116.89 | temperature | 20.0 | 270 | > th | dose dependent | sin | 4 | NA |
| 42 | 117.06 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 23 | 16 |
| 50 | 117.88 | temperature | 30.0 | 270 | < th | dose dependent | sin | 4 | NA |
| 66 | 118.93 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 8 |
| 68 | 119.10 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 22 | 13 |
| 75 | 119.55 | temperature | 25.0 | 270 | < th | dose independent | sin | 1 | NA |
| 92 | 120.44 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 7 | 22 |
| 99 | 120.64 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 17 | 18 |
| 114 | 121.05 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 8 | 21 |
| 119 | 121.21 | temperature | 20.0 | 720 | > th | dose dependent | sin | 8 | NA |
| 139 | 121.87 | temperature | 25.0 | 270 | > th | dose independent | rect. | 23 | 19 |
| 150 | 122.11 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 17 | 18 |
| 161 | 122.46 | temperature | 10.0 | 270 | > th | dose dependent | sin | 5 | NA |
| 219 | 123.42 | temperature | 25.0 | 270 | > th | dose independent | sin | 1 | NA |
| 231 | 123.59 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 17 | 23 |
| 250 | 123.94 | temperature | 25.0 | 270 | > th | dose independent | rect. | 7 | 11 |
| 352 | 125.52 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 17 | 3 |
| 356 | 125.56 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 19 | 20 |
| 386 | 125.94 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 17 | 3 |
| 404 | 126.11 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 17 | 3 |
| 443 | 126.41 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 6 | 8 |
| 461 | 126.60 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 17 | 2 |
| 489 | 126.77 | temperature | 20.0 | 270 | > th | dose dependent | no | NA | NA |
| 516 | 126.94 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 6 | 10 |
| 559 | 127.27 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 1 |
| 604 | 127.53 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 1 |
| 606 | 127.54 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 1 |
| 607 | 127.54 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
| 635 | 127.69 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 6 | 6 |
| 661 | 127.85 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 7 | 10 |
| 724 | 128.19 | temperature | 30.0 | 720 | < th | dose dependent | no | NA | NA |
| 744 | 128.25 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 5 | 2 |
| 759 | 128.34 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 9 | 20 |
| 773 | 128.38 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 9 | 12 |
| 789 | 128.43 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 9 | 11 |
| 803 | 128.46 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 16 | 20 |
| 880 | 128.69 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 9 | 13 |
| 887 | 128.70 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 9 | 15 |
| 972 | 128.90 | temperature | 25.0 | 1440 | > th | dose dependent | sin | 20 | NA |