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Os04g0659500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein phosphatase 2C-like domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28.72 | 0.252 | 13.3 | -0.369 | 0.769 | 0.104 | 0.295 | -4.39 | 0.228 | 2.3 | 25.01 | 3838 | -- | -- |
34.46 | 0.273 | 13.2 | 0.663 | 0.753 | -0.273 | -0.118 | -- | 0.462 | 2.48 | 23.48 | 17698 | -- | -- |
28.92 | 0.25 | 13.3 | -0.371 | 0.763 | 0.121 | -- | -4.53 | 0.236 | 2.31 | 25.45 | 3533 | -- | -- |
31.86 | 0.263 | 13.1 | 0.832 | 0.731 | -0.512 | -- | -- | 0.689 | 2.32 | 27.5 | 18906 | -- | -- |
48.14 | 0.325 | 13.2 | 0.618 | -- | -0.9 | -- | -0.8 | 0.487 | -- | 25.27 | 3438 | -- | -- |
37.44 | 0.287 | 13.2 | 0.55 | 0.742 | -- | 0.121 | -- | 0.437 | 2.28 | -- | -- | -- | -- |
37.49 | 0.287 | 13.2 | 0.547 | 0.742 | -- | -- | -- | 0.436 | 2.26 | -- | -- | -- | -- |
48.41 | 0.325 | 13.2 | 0.705 | -- | -0.959 | -- | -- | 0.51 | -- | 25.27 | 3438 | -- | -- |
43.41 | 0.307 | 13.2 | -- | 0.762 | -0.25 | -- | -- | 0.46 | 2.25 | 32.11 | 12627 | -- | -- |
70.2 | 0.392 | 13.2 | 0.578 | -- | -- | -- | -- | 0.454 | -- | -- | -- | -- | -- |
45.37 | 0.315 | 13.2 | -- | 0.752 | -- | -- | -- | 0.375 | 2.28 | -- | -- | -- | -- |
61.27 | 0.366 | 13.2 | -- | -- | -0.857 | -- | -- | 0.427 | -- | 25.27 | 3438 | -- | -- |
79.01 | 0.415 | 13.2 | -- | -- | -- | -- | -- | 0.39 | -- | -- | -- | -- | -- |
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 |
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1 | 25.85 | wind | 1 | 14400 | > th | dose independent | rect. | 2 | 1 |
2 | 26.11 | wind | 1 | 14400 | < th | dose independent | rect. | 2 | 1 |
3 | 26.88 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 1 |
4 | 26.99 | wind | 1 | 14400 | < th | dose dependent | rect. | 2 | 1 |
5 | 27.17 | wind | 3 | 43200 | > th | dose dependent | rect. | 7 | 1 |
6 | 27.19 | temperature | 20 | 4320 | > th | dose dependent | rect. | 10 | 1 |
13 | 27.49 | wind | 3 | 43200 | > th | dose dependent | rect. | 6 | 3 |
20 | 27.56 | temperature | 10 | 14400 | > th | dose dependent | rect. | 7 | 1 |
21 | 27.56 | temperature | 30 | 14400 | < th | dose dependent | rect. | 7 | 1 |
22 | 27.56 | temperature | 30 | 4320 | < th | dose dependent | rect. | 9 | 1 |
26 | 27.58 | temperature | 10 | 14400 | > th | dose dependent | rect. | 6 | 4 |
28 | 27.60 | temperature | 20 | 14400 | < th | dose independent | rect. | 24 | 1 |
61 | 27.69 | temperature | 20 | 14400 | > th | dose independent | rect. | 24 | 1 |
70 | 27.70 | temperature | 10 | 14400 | > th | dose dependent | rect. | 4 | 10 |
76 | 27.72 | wind | 1 | 14400 | < th | dose independent | rect. | 2 | 4 |
113 | 27.76 | temperature | 10 | 14400 | > th | dose dependent | sin | 3 | NA |
124 | 27.77 | humidity | 80 | 43200 | > th | dose dependent | rect. | 12 | 1 |
153 | 27.79 | temperature | 10 | 14400 | > th | dose dependent | rect. | 20 | 19 |
168 | 27.80 | temperature | 10 | 14400 | > th | dose dependent | rect. | 21 | 17 |
199 | 27.82 | wind | 1 | 43200 | < th | dose dependent | rect. | 2 | 5 |
212 | 27.83 | wind | 5 | 43200 | > th | dose independent | rect. | 5 | 5 |
235 | 27.83 | temperature | 10 | 14400 | > th | dose dependent | rect. | 4 | 18 |
247 | 27.84 | wind | 5 | 43200 | < th | dose independent | rect. | 5 | 5 |
295 | 27.85 | temperature | 10 | 14400 | > th | dose dependent | no | NA | NA |
296 | 27.85 | temperature | 30 | 14400 | < th | dose dependent | sin | 4 | NA |
300 | 27.85 | humidity | 90 | 14400 | > th | dose dependent | rect. | 4 | 4 |
331 | 27.85 | temperature | 10 | 14400 | > th | dose dependent | rect. | 13 | 22 |
381 | 27.87 | wind | 5 | 43200 | < th | dose independent | rect. | 6 | 3 |
404 | 27.87 | temperature | 30 | 14400 | < th | dose dependent | rect. | 20 | 18 |
436 | 27.88 | temperature | 30 | 14400 | < th | dose dependent | rect. | 19 | 16 |
459 | 27.89 | wind | 5 | 43200 | < th | dose independent | rect. | 7 | 1 |
461 | 27.89 | temperature | 10 | 14400 | > th | dose dependent | rect. | 20 | 2 |
462 | 27.89 | temperature | 30 | 14400 | < th | dose dependent | rect. | 20 | 2 |
548 | 27.90 | temperature | 30 | 14400 | < th | dose dependent | rect. | 13 | 22 |
597 | 27.91 | temperature | 30 | 14400 | < th | dose dependent | rect. | 2 | 20 |
688 | 27.93 | temperature | 30 | 14400 | < th | dose dependent | no | NA | NA |
748 | 27.94 | wind | 5 | 43200 | > th | dose independent | rect. | 7 | 1 |
873 | 27.96 | humidity | 90 | 14400 | > th | dose dependent | rect. | 20 | 14 |
893 | 27.97 | temperature | 20 | 43200 | > th | dose independent | rect. | 20 | 1 |
931 | 27.98 | temperature | 20 | 14400 | > th | dose independent | rect. | 21 | 6 |
932 | 27.98 | temperature | 20 | 14400 | < th | dose independent | rect. | 21 | 6 |
933 | 27.98 | temperature | 10 | 14400 | > th | dose dependent | sin | 17 | NA |
935 | 27.98 | temperature | 10 | 14400 | > th | dose dependent | rect. | 13 | 1 |
946 | 27.98 | temperature | 10 | 14400 | > th | dose dependent | rect. | 12 | 14 |
968 | 27.99 | temperature | 20 | 14400 | < th | dose independent | rect. | 20 | 8 |
973 | 27.99 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 1 |
999 | 28.00 | humidity | 90 | 14400 | > th | dose independent | rect. | 19 | 9 |