Os10g0113100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Aldo/keto reductase family protein.
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Os10g0113100 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72.64 | 0.4 | 12 | -0.462 | 2.18 | -1.1 | -1.05 | 0.133 | -0.394 | 20 | 29.19 | 98 | -- | -- |
| 72.65 | 0.397 | 12 | -0.443 | 2.17 | -1.11 | -1.05 | -- | -0.391 | 20 | 29.08 | 102 | -- | -- |
| 75.89 | 0.406 | 11.9 | -0.424 | 2.18 | -1.11 | -- | -0.00376 | -0.392 | 20.1 | 28.89 | 100 | -- | -- |
| 75.88 | 0.406 | 11.9 | -0.413 | 2.17 | -1.1 | -- | -- | -0.387 | 20 | 28.94 | 110 | -- | -- |
| 248.08 | 0.734 | 12 | -1.05 | -- | -2.86 | -- | 1.48 | -0.677 | -- | 108.2 | 520 | -- | -- |
| 89.2 | 0.443 | 11.9 | -0.159 | 2.29 | -- | -1.03 | -- | -0.163 | 19.5 | -- | -- | -- | -- |
| 92.11 | 0.449 | 11.9 | -0.135 | 2.29 | -- | -- | -- | -0.164 | 19.5 | -- | -- | -- | -- |
| 249.69 | 0.736 | 11.9 | -0.802 | -- | -2.82 | -- | -- | -0.608 | -- | 121.1 | 520 | -- | -- |
| 79.85 | 0.416 | 11.9 | -- | 2.19 | -0.935 | -- | -- | -0.316 | 20 | 29 | 102 | -- | -- |
| 371.79 | 0.901 | 11.8 | -0.17 | -- | -- | -- | -- | -0.201 | -- | -- | -- | -- | -- |
| 92.59 | 0.45 | 11.9 | -- | 2.29 | -- | -- | -- | -0.149 | 19.5 | -- | -- | -- | -- |
| 265.3 | 0.759 | 11.9 | -- | -- | -2.54 | -- | -- | -0.485 | -- | 135.3 | 512 | -- | -- |
| 372.55 | 0.901 | 11.8 | -- | -- | -- | -- | -- | -0.182 | -- | -- | -- | -- | -- |
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 | 66.83 | temperature | 15 | 270 | > th | dose dependent | rect. | 6 | 20 |
| 2 | 66.89 | temperature | 15 | 90 | > th | dose dependent | rect. | 6 | 22 |
| 21 | 68.81 | temperature | 15 | 270 | > th | dose dependent | rect. | 9 | 16 |
| 40 | 69.76 | temperature | 30 | 90 | < th | dose dependent | rect. | 3 | 20 |
| 45 | 69.82 | temperature | 30 | 270 | < th | dose dependent | rect. | 1 | 21 |
| 75 | 70.93 | temperature | 30 | 90 | < th | dose dependent | rect. | 3 | 22 |
| 97 | 71.39 | temperature | 30 | 270 | < th | dose dependent | rect. | 9 | 21 |
| 103 | 71.52 | atmosphere | 1000 | 90 | > th | dose dependent | rect. | 3 | 20 |
| 111 | 71.64 | temperature | 30 | 10 | < th | dose dependent | rect. | 4 | 20 |
| 117 | 71.71 | temperature | 15 | 270 | > th | dose dependent | rect. | 19 | 22 |
| 122 | 71.83 | atmosphere | 1015 | 30 | < th | dose dependent | rect. | 7 | 21 |
| 127 | 71.90 | temperature | 30 | 90 | < th | dose dependent | rect. | 11 | 20 |
| 135 | 71.98 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 2 | 19 |
| 167 | 72.26 | atmosphere | 995 | 270 | > th | dose dependent | rect. | 1 | 21 |
| 178 | 72.39 | temperature | 30 | 90 | < th | dose dependent | rect. | 13 | 23 |
| 213 | 72.80 | temperature | 25 | 270 | < th | dose independent | rect. | 1 | 21 |
| 215 | 72.80 | temperature | 30 | 90 | < th | dose dependent | no | NA | NA |
| 238 | 72.92 | temperature | 30 | 90 | < th | dose dependent | rect. | 17 | 23 |
| 301 | 73.35 | temperature | 25 | 270 | < th | dose independent | rect. | 9 | 22 |
| 376 | 73.69 | temperature | 15 | 90 | > th | dose dependent | no | NA | NA |
| 377 | 73.69 | temperature | 15 | 10 | > th | dose dependent | rect. | 12 | 16 |
| 404 | 73.87 | temperature | 30 | 90 | < th | dose dependent | rect. | 15 | 16 |
| 459 | 74.14 | temperature | 25 | 270 | > th | dose independent | rect. | 19 | 22 |
| 464 | 74.17 | temperature | 30 | 90 | < th | dose dependent | rect. | 17 | 14 |
| 497 | 74.32 | temperature | 20 | 10 | > th | dose independent | rect. | 7 | 21 |
| 498 | 74.32 | temperature | 20 | 270 | > th | dose dependent | rect. | 23 | 1 |
| 507 | 74.36 | temperature | 25 | 270 | > th | dose independent | rect. | 9 | 23 |
| 522 | 74.43 | temperature | 10 | 720 | > th | dose dependent | rect. | 5 | 13 |
| 528 | 74.46 | temperature | 30 | 90 | < th | dose dependent | rect. | 11 | 12 |
| 531 | 74.47 | temperature | 25 | 270 | < th | dose independent | rect. | 13 | 20 |
| 538 | 74.49 | temperature | 25 | 270 | < th | dose independent | rect. | 13 | 22 |
| 548 | 74.51 | temperature | 30 | 30 | < th | dose dependent | rect. | 21 | 23 |
| 619 | 74.73 | temperature | 25 | 270 | < th | dose independent | no | NA | NA |
| 623 | 74.74 | temperature | 15 | 10 | > th | dose dependent | rect. | 21 | 23 |
| 626 | 74.76 | temperature | 30 | 270 | < th | dose dependent | rect. | 14 | 7 |
| 647 | 74.85 | temperature | 20 | 30 | > th | dose dependent | rect. | 23 | 5 |
| 696 | 75.03 | temperature | 20 | 270 | > th | dose dependent | rect. | 22 | 3 |
| 729 | 75.11 | temperature | 25 | 90 | < th | dose dependent | sin | 20 | NA |
| 731 | 75.11 | temperature | 15 | 10 | > th | dose dependent | rect. | 23 | 23 |
| 736 | 75.13 | temperature | 25 | 270 | > th | dose independent | rect. | 4 | 23 |
| 745 | 75.15 | temperature | 25 | 270 | > th | dose independent | rect. | 9 | 20 |
| 771 | 75.22 | temperature | 25 | 270 | > th | dose independent | no | NA | NA |
| 820 | 75.34 | temperature | 25 | 10 | < th | dose dependent | sin | 19 | NA |
| 844 | 75.38 | temperature | 20 | 270 | > th | dose dependent | rect. | 9 | 23 |
| 972 | 75.65 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 6 |