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Os01g0530300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
206.09 | 0.674 | 4.47 | 2.12 | 2.14 | 1.63 | 3.16 | 2.6 | 0.661 | 18.8 | 0.1696 | 1429 | -- | -- |
209.88 | 0.675 | 4.45 | 2.5 | 2.11 | 1.1 | 3.08 | -- | 0.765 | 18.7 | 0.17 | 1424 | -- | -- |
231.4 | 0.708 | 4.47 | 2.1 | 2.13 | 1.61 | -- | 2.5 | 0.669 | 18.7 | 0.17 | 1443 | -- | -- |
234.53 | 0.713 | 4.44 | 2.3 | 2.18 | 0.986 | -- | -- | 0.742 | 18.8 | 0.1301 | 1417 | -- | -- |
462.91 | 1.01 | 4.4 | 1.98 | -- | 0.423 | -- | 0.262 | 0.564 | -- | 0.1699 | 1474 | -- | -- |
218.73 | 0.693 | 4.45 | 2.07 | 2.13 | -- | 3.16 | -- | 0.585 | 18.7 | -- | -- | -- | -- |
244 | 0.732 | 4.44 | 2.02 | 2.14 | -- | -- | -- | 0.593 | 18.7 | -- | -- | -- | -- |
461.97 | 1.01 | 4.39 | 1.99 | -- | 0.438 | -- | -- | 0.574 | -- | 0.1301 | 1417 | -- | -- |
344.22 | 0.864 | 4.47 | -- | 2.13 | 0.593 | -- | -- | 0.463 | 18.9 | 10 | 4294 | -- | -- |
482.97 | 1.03 | 4.4 | 1.97 | -- | -- | -- | -- | 0.551 | -- | -- | -- | -- | -- |
351.17 | 0.877 | 4.49 | -- | 2.11 | -- | -- | -- | 0.369 | 18.8 | -- | -- | -- | -- |
566.41 | 1.11 | 4.44 | -- | -- | 0.414 | -- | -- | 0.352 | -- | 0.1301 | 1417 | -- | -- |
585.12 | 1.13 | 4.45 | -- | -- | -- | -- | -- | 0.333 | -- | -- | -- | -- | -- |
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 | 200.11 | wind | 1.0 | 90 | < th | dose independent | rect. | 24 | 1 |
2 | 200.94 | wind | 1.0 | 90 | < th | dose dependent | rect. | 24 | 1 |
3 | 201.83 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 23 | 1 |
4 | 202.06 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 1 | 7 |
6 | 202.17 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 5 |
31 | 203.60 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
32 | 203.60 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
36 | 203.78 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 24 | 8 |
40 | 203.86 | humidity | 90.0 | 720 | > th | dose independent | rect. | 23 | 1 |
41 | 203.90 | atmosphere | 1005.0 | 90 | < th | dose independent | rect. | 24 | 7 |
59 | 204.15 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 22 | 8 |
66 | 204.30 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 9 | 5 |
82 | 204.91 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 23 | 4 |
90 | 205.09 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 21 | 16 |
110 | 205.36 | atmosphere | 1005.0 | 270 | < th | dose dependent | rect. | 1 | 1 |
112 | 205.37 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 10 | 16 |
139 | 205.87 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 24 | 3 |
155 | 206.04 | wind | 3.0 | 720 | > th | dose dependent | rect. | 10 | 1 |
161 | 206.16 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 8 |
186 | 206.21 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 24 | 18 |
187 | 206.23 | temperature | 25.0 | 90 | > th | dose independent | rect. | 3 | 9 |
240 | 206.51 | humidity | 90.0 | 10 | > th | dose dependent | rect. | 24 | 3 |
245 | 206.56 | radiation | 1.0 | 1440 | > th | dose independent | sin | 18 | NA |
247 | 206.56 | temperature | 25.0 | 10 | < th | dose independent | rect. | 1 | 8 |
248 | 206.57 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 23 | 3 |
269 | 206.71 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 9 |
270 | 206.71 | humidity | 90.0 | 720 | > th | dose dependent | sin | 16 | NA |
273 | 206.72 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 11 |
275 | 206.73 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 17 |
276 | 206.73 | atmosphere | 1015.0 | 14400 | < th | dose dependent | rect. | 13 | 1 |
281 | 206.76 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
289 | 206.77 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 13 |
306 | 206.80 | atmosphere | 995.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
310 | 206.81 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
361 | 206.93 | wind | 5.0 | 720 | > th | dose independent | rect. | 10 | 1 |
373 | 206.93 | atmosphere | 1015.0 | 14400 | < th | dose dependent | rect. | 16 | 1 |
377 | 206.94 | temperature | 25.0 | 90 | > th | dose independent | rect. | 24 | 12 |
384 | 206.96 | atmosphere | 1015.0 | 14400 | < th | dose dependent | rect. | 12 | 6 |
393 | 206.99 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
394 | 206.99 | temperature | 25.0 | 10 | > th | dose independent | rect. | 21 | 16 |
395 | 206.99 | atmosphere | 995.0 | 14400 | > th | dose dependent | rect. | 16 | 1 |
408 | 207.03 | atmosphere | 995.0 | 14400 | > th | dose dependent | rect. | 12 | 6 |
434 | 207.09 | wind | 7.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
435 | 207.09 | temperature | 25.0 | 90 | > th | dose independent | rect. | 21 | 15 |
442 | 207.10 | temperature | 25.0 | 90 | > th | dose independent | rect. | 6 | 6 |
446 | 207.10 | temperature | 25.0 | 10 | > th | dose independent | rect. | 23 | 14 |
472 | 207.14 | radiation | 1.0 | 1440 | < th | dose independent | sin | 18 | NA |
511 | 207.19 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
546 | 207.23 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 2 |
573 | 207.27 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 4 |
608 | 207.30 | wind | 7.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
621 | 207.31 | atmosphere | 1015.0 | 14400 | < th | dose dependent | sin | 21 | NA |
631 | 207.32 | temperature | 25.0 | 90 | < th | dose independent | rect. | 24 | 11 |
649 | 207.34 | atmosphere | 995.0 | 14400 | > th | dose dependent | sin | 22 | NA |
656 | 207.34 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 9 |
665 | 207.35 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 12 | 3 |
670 | 207.35 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 11 |
684 | 207.36 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 17 |
733 | 207.39 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 14 |
754 | 207.41 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 12 | 1 |
775 | 207.42 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 1 | 3 |
803 | 207.44 | wind | 5.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
913 | 207.50 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
986 | 207.53 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 3 |
997 | 207.54 | wind | 5.0 | 14400 | < th | dose independent | rect. | 18 | 1 |