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Os01g0233400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
17.02 | 0.194 | 9.44 | 0.676 | 0.129 | 0.854 | 0.281 | -0.872 | 0.22 | 20.4 | 30.3 | 12 | -- | -- |
17.91 | 0.197 | 9.45 | 0.538 | 0.124 | 0.89 | 0.299 | -- | 0.191 | 18.9 | 30.1 | 2 | -- | -- |
17.25 | 0.193 | 9.44 | 0.651 | 0.128 | 0.849 | -- | -0.778 | 0.214 | 20.3 | 30.25 | 12 | -- | -- |
18.05 | 0.198 | 9.45 | 0.536 | 0.132 | 0.861 | -- | -- | 0.189 | 20 | 30.1 | 9 | -- | -- |
18.13 | 0.199 | 9.43 | 0.648 | -- | 0.856 | -- | -0.761 | 0.216 | -- | 30.1 | 10 | -- | -- |
27.72 | 0.247 | 9.49 | 0.321 | 0.311 | -- | -0.036 | -- | 0.019 | 0.604 | -- | -- | -- | -- |
27.72 | 0.247 | 9.49 | 0.323 | 0.311 | -- | -- | -- | 0.0192 | 0.587 | -- | -- | -- | -- |
18.92 | 0.203 | 9.45 | 0.521 | -- | 0.854 | -- | -- | 0.181 | -- | 30.1 | 9 | -- | -- |
24.51 | 0.232 | 9.47 | -- | 0.146 | 0.631 | -- | -- | 0.0878 | 22.4 | 30.1 | 9 | -- | -- |
33.78 | 0.272 | 9.49 | 0.334 | -- | -- | -- | -- | 0.0245 | -- | -- | -- | -- | -- |
30.47 | 0.258 | 9.5 | -- | 0.316 | -- | -- | -- | -0.0167 | 0.636 | -- | -- | -- | -- |
25.66 | 0.237 | 9.47 | -- | -- | 0.714 | -- | -- | 0.101 | -- | 30.1 | 9 | -- | -- |
36.71 | 0.283 | 9.49 | -- | -- | -- | -- | -- | -0.0125 | -- | -- | -- | -- | -- |
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 | 16.61 | temperature | 30 | 10 | < th | dose dependent | rect. | 18 | 22 |
2 | 16.77 | temperature | 30 | 10 | < th | dose dependent | rect. | 7 | 23 |
5 | 16.84 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 18 |
9 | 16.90 | temperature | 15 | 720 | > th | dose dependent | rect. | 19 | 20 |
16 | 17.04 | temperature | 30 | 10 | < th | dose dependent | rect. | 15 | 23 |
17 | 17.05 | temperature | 30 | 10 | < th | dose dependent | no | NA | NA |
21 | 17.07 | temperature | 30 | 720 | < th | dose dependent | rect. | 17 | 20 |
23 | 17.07 | temperature | 15 | 270 | > th | dose dependent | rect. | 1 | 23 |
24 | 17.07 | temperature | 30 | 10 | < th | dose dependent | rect. | 11 | 23 |
25 | 17.07 | temperature | 30 | 270 | < th | dose dependent | rect. | 22 | 23 |
28 | 17.08 | temperature | 30 | 30 | < th | dose dependent | rect. | 13 | 23 |
52 | 17.22 | temperature | 30 | 270 | < th | dose dependent | rect. | 15 | 23 |
66 | 17.28 | temperature | 30 | 10 | < th | dose dependent | rect. | 9 | 23 |
74 | 17.31 | temperature | 30 | 270 | < th | dose dependent | no | NA | NA |
81 | 17.33 | temperature | 30 | 270 | < th | dose dependent | rect. | 5 | 23 |
83 | 17.35 | temperature | 15 | 90 | > th | dose dependent | rect. | 3 | 23 |
85 | 17.36 | temperature | 30 | 10 | < th | dose dependent | rect. | 21 | 23 |
87 | 17.37 | temperature | 10 | 10 | > th | dose dependent | no | NA | NA |
91 | 17.39 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 21 |
121 | 17.46 | temperature | 10 | 270 | > th | dose dependent | no | NA | NA |
130 | 17.47 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 23 |
138 | 17.48 | temperature | 15 | 720 | > th | dose dependent | rect. | 14 | 23 |
153 | 17.51 | temperature | 15 | 270 | > th | dose dependent | rect. | 8 | 23 |
174 | 17.56 | temperature | 15 | 10 | > th | dose dependent | rect. | 23 | 23 |
219 | 17.66 | temperature | 30 | 270 | < th | dose dependent | rect. | 2 | 23 |
250 | 17.72 | temperature | 15 | 720 | > th | dose dependent | rect. | 1 | 16 |
284 | 17.77 | wind | 9 | 43200 | > th | dose dependent | rect. | 17 | 4 |
291 | 17.77 | temperature | 15 | 10 | > th | dose dependent | rect. | 1 | 23 |
304 | 17.79 | temperature | 15 | 10 | > th | dose dependent | rect. | 3 | 23 |
315 | 17.81 | temperature | 15 | 720 | > th | dose dependent | rect. | 12 | 23 |
365 | 17.87 | temperature | 30 | 720 | < th | dose dependent | rect. | 11 | 23 |
424 | 17.98 | wind | 7 | 43200 | > th | dose independent | rect. | 20 | 1 |
450 | 18.02 | temperature | 10 | 720 | > th | dose dependent | sin | 7 | NA |
457 | 18.03 | wind | 9 | 43200 | > th | dose dependent | rect. | 17 | 6 |
476 | 18.05 | temperature | 15 | 720 | > th | dose dependent | sin | 4 | NA |
509 | 18.09 | temperature | 30 | 10 | < th | dose dependent | rect. | 1 | 23 |
511 | 18.09 | temperature | 30 | 10 | < th | dose dependent | rect. | 23 | 23 |
550 | 18.17 | temperature | 30 | 720 | < th | dose dependent | sin | 8 | NA |
556 | 18.18 | wind | 9 | 43200 | > th | dose independent | rect. | 17 | 4 |
558 | 18.18 | temperature | 10 | 1440 | > th | dose dependent | rect. | 11 | 1 |
603 | 18.23 | temperature | 30 | 10 | < th | dose dependent | rect. | 3 | 23 |
625 | 18.27 | wind | 9 | 43200 | < th | dose independent | rect. | 17 | 4 |
645 | 18.30 | wind | 7 | 43200 | < th | dose independent | rect. | 20 | 1 |
671 | 18.34 | wind | 7 | 43200 | > th | dose dependent | rect. | 20 | 1 |
720 | 18.42 | temperature | 25 | 720 | < th | dose dependent | sin | 3 | NA |
742 | 18.46 | temperature | 10 | 1440 | > th | dose dependent | rect. | 9 | 4 |
772 | 18.49 | temperature | 10 | 1440 | > th | dose dependent | rect. | 8 | 6 |
944 | 18.62 | temperature | 10 | 1440 | > th | dose dependent | rect. | 7 | 15 |
981 | 18.63 | temperature | 30 | 10 | < th | dose dependent | rect. | 7 | 21 |