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Os01g0348600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to MFP2 (Fatty acid multifunctional protein) (AtMFP2).
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.29 | 0.232 | 11.1 | 0.0669 | 0.487 | -0.744 | 0.308 | -0.088 | -0.00221 | 13.4 | 29.4 | 1759 | -- | -- |
24.26 | 0.229 | 11.1 | 0.0429 | 0.483 | -0.752 | 0.314 | -- | -0.0193 | 13.4 | 29.4 | 1758 | -- | -- |
24.66 | 0.231 | 11.1 | 0.0655 | 0.48 | -0.741 | -- | -0.0684 | -0.00703 | 13.3 | 29.4 | 1758 | -- | -- |
24.65 | 0.231 | 11.1 | 0.0546 | 0.484 | -0.747 | -- | -- | -0.0172 | 13.3 | 29.37 | 1758 | -- | -- |
38.72 | 0.29 | 11.1 | -0.147 | -- | -0.827 | -- | 0.738 | -0.0913 | -- | 29.2 | 1746 | -- | -- |
44.4 | 0.312 | 11.1 | 0.256 | 0.502 | -- | 0.281 | -- | 0.0298 | 14 | -- | -- | -- | -- |
44.69 | 0.313 | 11.1 | 0.264 | 0.502 | -- | -- | -- | 0.0314 | 14 | -- | -- | -- | -- |
38.86 | 0.29 | 11.1 | 0.0352 | -- | -0.753 | -- | -- | -0.0444 | -- | 29.2 | 1746 | -- | -- |
24.73 | 0.232 | 11.1 | -- | 0.482 | -0.76 | -- | -- | -0.0253 | 13.3 | 29.32 | 1758 | -- | -- |
59.87 | 0.362 | 11.1 | 0.243 | -- | -- | -- | -- | 0.0196 | -- | -- | -- | -- | -- |
46.53 | 0.319 | 11.1 | -- | 0.497 | -- | -- | -- | 0.00196 | 14 | -- | -- | -- | -- |
38.89 | 0.29 | 11.1 | -- | -- | -0.76 | -- | -- | -0.0488 | -- | 29.2 | 1746 | -- | -- |
61.43 | 0.366 | 11.1 | -- | -- | -- | -- | -- | -0.0074 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
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 | 24.61 | temperature | 25 | 1440 | > th | dose dependent | rect. | 17 | 1 |
3 | 24.74 | temperature | 20 | 720 | > th | dose dependent | rect. | 21 | 19 |
4 | 24.78 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 1 |
5 | 24.79 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 8 |
13 | 24.85 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 20 |
26 | 24.93 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 13 |
55 | 24.98 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 23 |
60 | 25.00 | temperature | 25 | 1440 | > th | dose dependent | sin | 21 | NA |
110 | 25.13 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 22 |
124 | 25.18 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 3 |
139 | 25.20 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 22 |
177 | 25.27 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 2 |
200 | 25.29 | temperature | 10 | 720 | > th | dose dependent | rect. | 3 | 21 |
207 | 25.30 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 3 |
231 | 25.33 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
271 | 25.38 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 23 |
282 | 25.40 | temperature | 25 | 1440 | > th | dose dependent | rect. | 17 | 23 |
283 | 25.41 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 1 |
316 | 25.49 | temperature | 30 | 1440 | < th | dose independent | rect. | 3 | 13 |
319 | 25.49 | temperature | 30 | 1440 | < th | dose independent | rect. | 23 | 17 |
325 | 25.50 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 8 |
339 | 25.52 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 1 |
352 | 25.55 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 15 |
353 | 25.55 | temperature | 10 | 720 | > th | dose dependent | rect. | 3 | 15 |
355 | 25.55 | temperature | 15 | 720 | > th | dose dependent | rect. | 1 | 17 |
358 | 25.57 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 2 |
409 | 25.63 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 21 |
423 | 25.66 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 21 |
471 | 25.72 | humidity | 60 | 14400 | < th | dose dependent | rect. | 16 | 2 |
499 | 25.77 | temperature | 30 | 1440 | > th | dose independent | rect. | 8 | 8 |
516 | 25.78 | temperature | 30 | 1440 | < th | dose independent | sin | 23 | NA |
542 | 25.82 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 15 |
550 | 25.83 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 10 |
590 | 25.86 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 23 |
598 | 25.87 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
602 | 25.87 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 16 |
619 | 25.87 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 20 |
716 | 25.89 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 15 |
746 | 25.91 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 12 |
765 | 25.92 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 7 |
802 | 25.94 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 5 |
851 | 25.98 | temperature | 30 | 1440 | > th | dose independent | sin | 23 | NA |
888 | 25.99 | temperature | 15 | 720 | > th | dose dependent | no | NA | NA |
937 | 26.03 | temperature | 30 | 1440 | > th | dose independent | rect. | 11 | 23 |
942 | 26.04 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |