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Os04g0388500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : CG-1 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.25 | 0.217 | 12.6 | 0.756 | 0.452 | -0.458 | 0.148 | -0.218 | 0.552 | 18.2 | 1.438 | 89 | -- | -- |
21.35 | 0.215 | 12.6 | 0.752 | 0.451 | -0.44 | 0.145 | -- | 0.553 | 18.2 | 1.207 | 88 | -- | -- |
21.3 | 0.215 | 12.6 | 0.755 | 0.451 | -0.443 | -- | -0.224 | 0.552 | 18.3 | 2.54 | 88 | -- | -- |
21.4 | 0.215 | 12.6 | 0.749 | 0.45 | -0.435 | -- | -- | 0.552 | 18.3 | 1.562 | 88 | -- | -- |
30.73 | 0.26 | 12.6 | 0.75 | -- | -0.434 | -- | -0.128 | 0.522 | -- | -4.382 | 37 | -- | -- |
23.76 | 0.228 | 12.6 | 0.751 | 0.486 | -- | 0.0931 | -- | 0.532 | 20.3 | -- | -- | -- | -- |
23.78 | 0.228 | 12.6 | 0.748 | 0.485 | -- | -- | -- | 0.532 | 20.3 | -- | -- | -- | -- |
30.76 | 0.259 | 12.6 | 0.746 | -- | -0.434 | -- | -- | 0.522 | -- | -4.382 | 37 | -- | -- |
36.27 | 0.28 | 12.6 | -- | 0.461 | -0.418 | -- | -- | 0.469 | 18.5 | 2.676 | 125 | -- | -- |
36.82 | 0.284 | 12.6 | 0.745 | -- | -- | -- | -- | 0.526 | -- | -- | -- | -- | -- |
38.54 | 0.29 | 12.6 | -- | 0.482 | -- | -- | -- | 0.448 | 20.4 | -- | -- | -- | -- |
45.34 | 0.314 | 12.6 | -- | -- | -0.443 | -- | -- | 0.453 | -- | -1.184 | 49 | -- | -- |
51.46 | 0.335 | 12.6 | -- | -- | -- | -- | -- | 0.444 | -- | -- | -- | -- | -- |
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 | 18.83 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 5 |
2 | 18.88 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 7 |
5 | 19.04 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
6 | 19.05 | wind | 1.0 | 43200 | < th | dose independent | rect. | 4 | 4 |
7 | 19.10 | wind | 1.0 | 43200 | > th | dose independent | rect. | 4 | 4 |
18 | 19.43 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
36 | 19.69 | wind | 1.0 | 43200 | < th | dose independent | rect. | 23 | 8 |
66 | 19.97 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
74 | 20.04 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 11 |
79 | 20.06 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 13 |
83 | 20.08 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 11 |
89 | 20.11 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 13 |
91 | 20.11 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 13 |
95 | 20.12 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 13 |
115 | 20.18 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 15 |
122 | 20.20 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 11 |
132 | 20.25 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
143 | 20.30 | wind | 1.0 | 43200 | < th | dose independent | sin | 8 | NA |
145 | 20.30 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 8 |
152 | 20.31 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 3 | NA |
160 | 20.32 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 2 |
171 | 20.33 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 7 |
173 | 20.33 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 19 |
178 | 20.35 | wind | 1.0 | 43200 | > th | dose independent | sin | 8 | NA |
179 | 20.35 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 2 |
196 | 20.37 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 2 |
199 | 20.37 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 2 |
202 | 20.38 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 11 |
212 | 20.39 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 11 |
219 | 20.39 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 11 |
235 | 20.42 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 8 |
254 | 20.44 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 2 | NA |
255 | 20.44 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 2 | NA |
260 | 20.44 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 2 | NA |
264 | 20.45 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 7 |
272 | 20.45 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 7 |
310 | 20.48 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 13 |
316 | 20.49 | humidity | 80.0 | 10 | > th | dose independent | rect. | 7 | 12 |
344 | 20.53 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 4 |
406 | 20.57 | wind | 1.0 | 43200 | < th | dose dependent | sin | 7 | NA |
440 | 20.59 | wind | 1.0 | 43200 | < th | dose independent | rect. | 16 | 16 |
461 | 20.61 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 1 |
473 | 20.61 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 1 |
499 | 20.62 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 13 |
524 | 20.63 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 13 |
534 | 20.63 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 13 |
560 | 20.65 | humidity | 80.0 | 10 | < th | dose independent | rect. | 9 | 9 |
591 | 20.67 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 1 |
592 | 20.67 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 8 |
603 | 20.67 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 1 |
605 | 20.67 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 8 |
625 | 20.69 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 8 |
635 | 20.69 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 8 |
637 | 20.69 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 6 | 13 |
724 | 20.74 | wind | 1.0 | 43200 | > th | dose independent | rect. | 16 | 15 |
736 | 20.74 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 6 | 12 |
773 | 20.76 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 1 | 19 |
814 | 20.79 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 2 |
823 | 20.79 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 23 | 21 |
868 | 20.82 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
875 | 20.83 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 5 |
886 | 20.83 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 14 | 1 |
889 | 20.83 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 5 |
894 | 20.84 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 5 |
911 | 20.85 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 7 |
930 | 20.86 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 12 | 5 |
975 | 20.89 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |