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Os10g0381800 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54.06 | 0.345 | 8.86 | 1.78 | 0.533 | -0.901 | -0.503 | 1.8 | 0.659 | 1.74 | 26.6 | 1040 | -- | -- |
56.79 | 0.351 | 8.92 | 1.38 | 0.58 | -0.771 | -0.326 | -- | 0.597 | 1.65 | 26.2 | 984 | -- | -- |
55.01 | 0.345 | 8.86 | 1.76 | 0.533 | -0.904 | -- | 1.61 | 0.661 | 1.77 | 26.52 | 1039 | -- | -- |
56.83 | 0.351 | 8.91 | 1.37 | 0.537 | -0.769 | -- | -- | 0.562 | 1.6 | 26.3 | 976 | -- | -- |
64.54 | 0.374 | 8.83 | 1.98 | -- | -0.776 | -- | 2.02 | 0.687 | -- | 26.8 | 1840 | -- | -- |
70.91 | 0.395 | 8.95 | 1.12 | 0.392 | -- | -0.455 | -- | 0.336 | 3.17 | -- | -- | -- | -- |
71.57 | 0.396 | 8.95 | 1.13 | 0.392 | -- | -- | -- | 0.339 | 3.33 | -- | -- | -- | -- |
64.53 | 0.376 | 8.91 | 1.33 | -- | -0.453 | -- | -- | 0.529 | -- | 23.33 | 8971 | -- | -- |
101.18 | 0.468 | 8.96 | -- | 0.464 | -0.386 | -- | -- | 0.291 | 2.21 | 26.5 | 936 | -- | -- |
80.24 | 0.419 | 8.95 | 1.15 | -- | -- | -- | -- | 0.349 | -- | -- | -- | -- | -- |
105.31 | 0.48 | 8.98 | -- | 0.414 | -- | -- | -- | 0.213 | 3.32 | -- | -- | -- | -- |
108.78 | 0.487 | 8.96 | -- | -- | -0.278 | -- | -- | 0.32 | -- | 23.33 | 8971 | -- | -- |
115.01 | 0.501 | 8.98 | -- | -- | -- | -- | -- | 0.222 | -- | -- | -- | -- | -- |
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 | 55.61 | temperature | 25 | 720 | > th | dose dependent | rect. | 16 | 17 |
3 | 55.67 | temperature | 25 | 720 | > th | dose dependent | sin | 11 | NA |
4 | 55.68 | temperature | 20 | 30 | > th | dose dependent | rect. | 11 | 23 |
5 | 55.70 | temperature | 20 | 90 | > th | dose dependent | rect. | 13 | 23 |
7 | 55.82 | temperature | 25 | 4320 | > th | dose independent | rect. | 17 | 1 |
10 | 56.02 | temperature | 20 | 90 | > th | dose dependent | sin | 13 | NA |
11 | 56.07 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 1 |
17 | 56.15 | temperature | 20 | 90 | > th | dose dependent | rect. | 8 | 23 |
26 | 56.33 | temperature | 20 | 90 | > th | dose dependent | no | NA | NA |
34 | 56.54 | temperature | 25 | 720 | > th | dose independent | rect. | 15 | 21 |
41 | 56.58 | temperature | 20 | 90 | > th | dose dependent | rect. | 15 | 23 |
42 | 56.59 | temperature | 25 | 720 | > th | dose independent | rect. | 6 | 19 |
43 | 56.60 | temperature | 20 | 30 | > th | dose dependent | rect. | 24 | 23 |
46 | 56.66 | temperature | 25 | 720 | > th | dose dependent | rect. | 16 | 9 |
47 | 56.67 | temperature | 25 | 720 | < th | dose independent | rect. | 5 | 19 |
79 | 56.90 | temperature | 25 | 720 | < th | dose independent | rect. | 8 | 16 |
83 | 56.93 | temperature | 25 | 720 | > th | dose independent | rect. | 16 | 8 |
105 | 57.02 | temperature | 20 | 90 | > th | dose dependent | rect. | 22 | 23 |
106 | 57.04 | temperature | 25 | 1440 | > th | dose independent | rect. | 19 | 5 |
114 | 57.10 | temperature | 25 | 720 | < th | dose independent | rect. | 17 | 7 |
119 | 57.12 | temperature | 20 | 90 | > th | dose dependent | rect. | 2 | 23 |
165 | 57.30 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 1 |
166 | 57.31 | temperature | 20 | 1440 | > th | dose dependent | rect. | 22 | 1 |
181 | 57.36 | temperature | 20 | 90 | > th | dose dependent | rect. | 15 | 14 |
185 | 57.37 | temperature | 25 | 270 | > th | dose independent | rect. | 11 | 22 |
192 | 57.39 | temperature | 20 | 270 | > th | dose dependent | rect. | 20 | 23 |
195 | 57.40 | temperature | 20 | 1440 | > th | dose dependent | rect. | 7 | 1 |
232 | 57.52 | temperature | 25 | 1440 | > th | dose dependent | rect. | 8 | 17 |
291 | 57.61 | temperature | 25 | 720 | > th | dose independent | sin | 18 | NA |
311 | 57.62 | temperature | 25 | 1440 | > th | dose dependent | rect. | 19 | 23 |
324 | 57.64 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
333 | 57.65 | temperature | 20 | 1440 | > th | dose dependent | rect. | 4 | 8 |
396 | 57.71 | temperature | 30 | 270 | < th | dose dependent | rect. | 11 | 22 |
397 | 57.71 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 23 |
402 | 57.72 | temperature | 25 | 1440 | > th | dose dependent | rect. | 9 | 5 |
414 | 57.73 | temperature | 20 | 270 | > th | dose dependent | rect. | 11 | 17 |
457 | 57.77 | temperature | 25 | 1440 | > th | dose dependent | rect. | 8 | 10 |
461 | 57.78 | temperature | 25 | 1440 | > th | dose dependent | sin | 23 | NA |
481 | 57.79 | temperature | 25 | 1440 | > th | dose dependent | rect. | 19 | 6 |
508 | 57.81 | wind | 1 | 43200 | < th | dose dependent | rect. | 1 | 1 |
519 | 57.82 | temperature | 25 | 720 | < th | dose independent | sin | 18 | NA |
588 | 57.87 | radiation | 10 | 43200 | > th | dose independent | rect. | 9 | 1 |
617 | 57.89 | temperature | 25 | 720 | < th | dose independent | rect. | 16 | 21 |
668 | 57.92 | temperature | 30 | 90 | < th | dose dependent | rect. | 3 | 23 |
681 | 57.93 | temperature | 30 | 90 | < th | dose dependent | rect. | 5 | 22 |
699 | 57.95 | humidity | 80 | 43200 | < th | dose dependent | rect. | 22 | 1 |
714 | 57.96 | temperature | 20 | 1440 | > th | dose dependent | sin | 7 | NA |
767 | 57.99 | wind | 3 | 43200 | > th | dose dependent | rect. | 5 | 11 |
821 | 58.03 | temperature | 25 | 720 | > th | dose independent | no | NA | NA |
827 | 58.03 | wind | 3 | 43200 | > th | dose dependent | rect. | 3 | 14 |
927 | 58.12 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 1 |
981 | 58.15 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 1 |