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Os01g0934100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : C2 calcium/lipid-binding region, CaLB 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55.89 | 0.351 | 11.9 | 0.68 | 0.61 | -0.341 | -0.218 | -0.0286 | 0.0115 | 9.14 | 25 | 242 | -- | -- |
55.88 | 0.348 | 11.9 | 0.687 | 0.614 | -0.34 | -0.216 | -- | 0.0109 | 9.15 | 25 | 230 | -- | -- |
56.04 | 0.349 | 11.9 | 0.673 | 0.615 | -0.341 | -- | -0.0197 | 0.013 | 9.16 | 25 | 230 | -- | -- |
56.04 | 0.349 | 11.9 | 0.681 | 0.613 | -0.344 | -- | -- | 0.0158 | 9.18 | 25.02 | 230 | -- | -- |
72.77 | 0.397 | 11.9 | 0.691 | -- | -0.449 | -- | 0.00201 | 0.00962 | -- | 25.7 | 421 | -- | -- |
61.74 | 0.368 | 11.9 | 0.588 | 0.742 | -- | -0.237 | -- | -0.151 | 8.01 | -- | -- | -- | -- |
61.91 | 0.368 | 11.9 | 0.581 | 0.742 | -- | -- | -- | -0.151 | 8.01 | -- | -- | -- | -- |
71.45 | 0.394 | 11.9 | 0.767 | -- | -0.591 | -- | -- | 0.0836 | -- | 25.6 | 492 | -- | -- |
67.75 | 0.383 | 11.9 | -- | 0.651 | -0.242 | -- | -- | -0.105 | 8.73 | 25 | 212 | -- | -- |
91.98 | 0.448 | 11.9 | 0.588 | -- | -- | -- | -- | -0.141 | -- | -- | -- | -- | -- |
70.81 | 0.394 | 11.9 | -- | 0.745 | -- | -- | -- | -0.215 | 7.95 | -- | -- | -- | -- |
85.78 | 0.431 | 11.9 | -- | -- | -0.508 | -- | -- | -0.0177 | -- | 25.21 | 461 | -- | -- |
101.11 | 0.469 | 11.9 | -- | -- | -- | -- | -- | -0.207 | -- | -- | -- | -- | -- |
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 | 53.40 | radiation | 10 | 10 | > th | dose independent | rect. | 17 | 14 |
2 | 53.83 | humidity | 50 | 10 | < th | dose dependent | rect. | 17 | 21 |
6 | 53.91 | humidity | 50 | 10 | < th | dose independent | rect. | 17 | 19 |
11 | 54.72 | radiation | 10 | 10 | > th | dose dependent | rect. | 17 | 14 |
12 | 54.77 | temperature | 25 | 270 | > th | dose independent | rect. | 16 | 21 |
21 | 55.26 | temperature | 25 | 270 | > th | dose dependent | rect. | 9 | 1 |
23 | 55.39 | temperature | 25 | 270 | < th | dose independent | rect. | 16 | 20 |
25 | 55.45 | temperature | 20 | 90 | > th | dose dependent | rect. | 18 | 20 |
29 | 55.54 | atmosphere | 1010 | 90 | < th | dose dependent | rect. | 8 | 6 |
32 | 55.56 | humidity | 50 | 10 | < th | dose independent | sin | 8 | NA |
34 | 55.57 | temperature | 25 | 270 | > th | dose dependent | rect. | 8 | 3 |
37 | 55.58 | humidity | 50 | 10 | < th | dose dependent | sin | 9 | NA |
47 | 55.68 | atmosphere | 1010 | 270 | < th | dose dependent | rect. | 9 | 2 |
61 | 55.78 | temperature | 25 | 90 | > th | dose dependent | rect. | 8 | 6 |
66 | 55.84 | temperature | 25 | 270 | < th | dose independent | rect. | 1 | 23 |
79 | 55.93 | humidity | 70 | 14400 | > th | dose dependent | rect. | 24 | 5 |
82 | 55.94 | humidity | 50 | 14400 | > th | dose dependent | rect. | 24 | 5 |
85 | 55.95 | temperature | 25 | 270 | > th | dose independent | rect. | 5 | 21 |
88 | 55.95 | temperature | 25 | 270 | < th | dose independent | rect. | 8 | 23 |
104 | 56.01 | temperature | 25 | 270 | > th | dose independent | rect. | 8 | 3 |
152 | 56.10 | temperature | 25 | 90 | > th | dose dependent | rect. | 2 | 12 |
154 | 56.11 | temperature | 25 | 270 | > th | dose independent | rect. | 22 | 23 |
174 | 56.14 | temperature | 25 | 270 | > th | dose independent | no | NA | NA |
180 | 56.15 | temperature | 25 | 270 | < th | dose independent | no | NA | NA |
216 | 56.20 | temperature | 25 | 270 | > th | dose independent | rect. | 8 | 23 |
254 | 56.26 | temperature | 25 | 270 | < th | dose independent | rect. | 20 | 23 |
255 | 56.26 | temperature | 25 | 270 | < th | dose independent | rect. | 23 | 23 |
277 | 56.32 | temperature | 25 | 270 | > th | dose independent | rect. | 6 | 6 |
293 | 56.35 | temperature | 25 | 270 | < th | dose independent | rect. | 10 | 23 |
306 | 56.37 | temperature | 25 | 90 | > th | dose dependent | sin | 7 | NA |
335 | 56.42 | temperature | 30 | 10 | > th | dose dependent | rect. | 15 | 4 |
355 | 56.43 | temperature | 30 | 90 | > th | dose dependent | rect. | 15 | 2 |
360 | 56.44 | humidity | 50 | 10 | < th | dose dependent | rect. | 16 | 2 |
387 | 56.46 | temperature | 25 | 270 | > th | dose independent | rect. | 23 | 13 |
599 | 56.70 | temperature | 25 | 270 | > th | dose independent | rect. | 11 | 23 |
637 | 56.74 | humidity | 50 | 10 | < th | dose dependent | no | NA | NA |
641 | 56.74 | humidity | 50 | 10 | < th | dose dependent | rect. | 11 | 7 |
801 | 56.75 | humidity | 50 | 10 | < th | dose dependent | rect. | 13 | 23 |
826 | 56.79 | wind | 3 | 43200 | < th | dose dependent | rect. | 21 | 1 |
842 | 56.80 | temperature | 30 | 90 | < th | dose dependent | rect. | 20 | 16 |
877 | 56.86 | temperature | 25 | 270 | > th | dose independent | sin | 10 | NA |
921 | 56.91 | wind | 3 | 43200 | < th | dose dependent | rect. | 11 | 1 |