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Os01g0338100 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
98.55 | 0.466 | 9.01 | 1.89 | 0.622 | -1.7 | -0.614 | 1.22 | 0.207 | 6.87 | 15.03 | 1369 | -- | -- |
99.34 | 0.464 | 9.05 | 1.7 | 0.563 | -1.59 | -0.638 | -- | 0.149 | 6.38 | 12.75 | 2485 | -- | -- |
99.46 | 0.464 | 9.01 | 1.89 | 0.624 | -1.69 | -- | 1.19 | 0.209 | 7.16 | 15.03 | 1425 | -- | -- |
100.36 | 0.467 | 9.04 | 1.69 | 0.597 | -1.57 | -- | -- | 0.148 | 6.65 | 11.89 | 2622 | -- | -- |
101.26 | 0.469 | 9.01 | 1.94 | -- | -1.95 | -- | 2 | 0.238 | -- | 16.08 | 618 | -- | -- |
149.09 | 0.572 | 9.12 | 1.08 | 0.586 | -- | -0.426 | -- | -0.175 | 7.59 | -- | -- | -- | -- |
149.57 | 0.573 | 9.11 | 1.07 | 0.584 | -- | -- | -- | -0.174 | 7.73 | -- | -- | -- | -- |
103.53 | 0.474 | 9.06 | 1.58 | -- | -2.04 | -- | -- | 0.139 | -- | 13.93 | 659 | -- | -- |
156.51 | 0.583 | 9.12 | -- | 0.608 | -0.767 | -- | -- | -0.157 | 7.27 | 21.98 | 1404 | -- | -- |
168.01 | 0.606 | 9.13 | 1.08 | -- | -- | -- | -- | -0.165 | -- | -- | -- | -- | -- |
179.99 | 0.628 | 9.14 | -- | 0.593 | -- | -- | -- | -0.293 | 7.6 | -- | -- | -- | -- |
161.06 | 0.591 | 9.12 | -- | -- | -1.19 | -- | -- | -0.109 | -- | 19.98 | 619 | -- | -- |
198.87 | 0.658 | 9.16 | -- | -- | -- | -- | -- | -0.285 | -- | -- | -- | -- | -- |
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 | 87.92 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
2 | 88.38 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 12 |
5 | 89.00 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
7 | 89.58 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
15 | 91.08 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 7 |
20 | 91.38 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 11 |
26 | 92.03 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 4 |
30 | 92.30 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 6 |
35 | 92.90 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 11 |
39 | 93.08 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 15 | 1 |
43 | 93.21 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 6 |
45 | 93.31 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 4 |
47 | 93.34 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 9 |
56 | 93.68 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 4 |
63 | 93.96 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 8 |
71 | 94.13 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
82 | 94.58 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
97 | 95.33 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
105 | 95.51 | wind | 9.0 | 43200 | > th | dose dependent | sin | 13 | NA |
107 | 95.55 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 12 | 4 |
148 | 96.49 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 5 |
154 | 96.61 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 17 | 1 |
156 | 96.64 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 17 | 1 |
184 | 97.10 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 8 |
233 | 97.41 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 22 | NA |
259 | 97.56 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 18 | 1 |
298 | 97.75 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 22 | NA |
346 | 98.02 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 7 | 3 |
353 | 98.05 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 7 | 2 |
354 | 98.05 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 17 | 21 |
362 | 98.09 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 8 | 1 |
363 | 98.11 | wind | 9.0 | 43200 | > th | dose independent | sin | 12 | NA |
381 | 98.19 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
391 | 98.22 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 1 |
429 | 98.37 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 6 | 4 |
446 | 98.45 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 6 | 21 |
460 | 98.48 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 11 | 4 |
511 | 98.55 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 24 | 22 |
536 | 98.58 | temperature | 15.0 | 1440 | > th | dose dependent | sin | 4 | NA |
545 | 98.59 | temperature | 15.0 | 1440 | > th | dose dependent | no | NA | NA |
587 | 98.65 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 3 | 11 |
640 | 98.71 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 1 | 13 |
849 | 98.99 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 17 | 18 |