Os10g0419100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Aldo/keto reductase family protein.
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Os10g0419100 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41.84 | 0.304 | 11.1 | -1.78 | 0.121 | -1.98 | 1.01 | 3.9 | -0.196 | 5.2 | 31.02 | 1193 | -- | -- |
| 50.33 | 0.33 | 11 | -1.15 | 0.207 | -2.04 | 0.848 | -- | -0.0545 | 5.32 | 23.7 | 2239 | -- | -- |
| 44.32 | 0.31 | 11.1 | -1.74 | 0.124 | -1.97 | -- | 3.88 | -0.174 | 4.98 | 31.84 | 1182 | -- | -- |
| 51.28 | 0.334 | 11 | -1.1 | 0.275 | -2.12 | -- | -- | -0.0472 | 3.5 | 23.87 | 2025 | -- | -- |
| 45.15 | 0.313 | 11.1 | -1.75 | -- | -2.01 | -- | 3.76 | -0.184 | -- | 31.45 | 1194 | -- | -- |
| 118.84 | 0.511 | 10.9 | -0.338 | 0.316 | -- | 0.192 | -- | 0.42 | 2.64 | -- | -- | -- | -- |
| 118.94 | 0.511 | 10.9 | -0.342 | 0.315 | -- | -- | -- | 0.419 | 2.38 | -- | -- | -- | -- |
| 53.87 | 0.342 | 11 | -1.19 | -- | -2.04 | -- | -- | -0.0785 | -- | 23.84 | 2562 | -- | -- |
| 74.17 | 0.401 | 10.9 | -- | 0.156 | -1.7 | -- | -- | 0.163 | 2.18 | 24.42 | 1299 | -- | -- |
| 124.83 | 0.522 | 10.9 | -0.329 | -- | -- | -- | -- | 0.427 | -- | -- | -- | -- | -- |
| 122.04 | 0.517 | 10.9 | -- | 0.309 | -- | -- | -- | 0.457 | 2.36 | -- | -- | -- | -- |
| 75.55 | 0.405 | 10.9 | -- | -- | -1.79 | -- | -- | 0.164 | -- | 24.33 | 1153 | -- | -- |
| 127.69 | 0.527 | 10.9 | -- | -- | -- | -- | -- | 0.463 | -- | -- | -- | -- | -- |
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 | 43.13 | temperature | 30 | 1440 | < th | dose dependent | rect. | 14 | 17 |
| 3 | 43.15 | temperature | 10 | 1440 | > th | dose dependent | rect. | 15 | 16 |
| 7 | 43.20 | temperature | 10 | 1440 | > th | dose dependent | sin | 13 | NA |
| 8 | 43.20 | temperature | 30 | 1440 | < th | dose dependent | sin | 14 | NA |
| 49 | 43.44 | temperature | 10 | 1440 | > th | dose dependent | rect. | 17 | 10 |
| 119 | 43.76 | temperature | 10 | 1440 | > th | dose dependent | rect. | 20 | 3 |
| 145 | 43.85 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 2 |
| 163 | 43.91 | temperature | 10 | 1440 | > th | dose dependent | rect. | 19 | 5 |
| 239 | 44.10 | temperature | 30 | 1440 | < th | dose dependent | rect. | 1 | 23 |
| 241 | 44.11 | temperature | 30 | 1440 | < th | dose dependent | no | NA | NA |
| 298 | 44.20 | temperature | 30 | 1440 | < th | dose dependent | rect. | 19 | 23 |
| 432 | 44.47 | temperature | 10 | 1440 | > th | dose dependent | no | NA | NA |
| 460 | 44.52 | temperature | 10 | 1440 | > th | dose dependent | rect. | 1 | 23 |
| 528 | 44.61 | temperature | 10 | 1440 | > th | dose dependent | rect. | 4 | 23 |