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Os05g0118900 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
184.36 | 0.638 | 5.05 | -0.334 | 0.983 | 0.808 | 1.27 | -6.5 | -0.53 | 2.28 | 24.25 | 1401 | -- | -- |
200.24 | 0.659 | 4.85 | 1.28 | 0.974 | 0.559 | 1.02 | -- | -0.153 | 2.37 | 13.18 | 6302 | -- | -- |
186.04 | 0.635 | 5.08 | -0.546 | 1.03 | 0.84 | -- | -6.39 | -0.593 | 2.39 | 24.69 | 6178 | -- | -- |
203.4 | 0.664 | 4.87 | 1.12 | 0.978 | 0.639 | -- | -- | -0.249 | 2.4 | 10.2 | 12721 | -- | -- |
234.98 | 0.718 | 4.83 | 1.39 | -- | -0.872 | -- | -3.01 | 0.00799 | -- | 24.69 | 6178 | -- | -- |
205.52 | 0.672 | 4.81 | 1.58 | 0.998 | -- | 1.05 | -- | -0.00261 | 2.26 | -- | -- | -- | -- |
209.59 | 0.678 | 4.82 | 1.55 | 1 | -- | -- | -- | -0.00911 | 2.36 | -- | -- | -- | -- |
239.45 | 0.724 | 4.79 | 1.75 | -- | -1.1 | -- | -- | 0.107 | -- | 24.69 | 6178 | -- | -- |
213.05 | 0.68 | 4.94 | -- | 0.98 | 1.25 | -- | -- | -0.555 | 2.39 | 7.498 | 47520 | -- | -- |
269.06 | 0.766 | 4.81 | 1.6 | -- | -- | -- | -- | 0.0155 | -- | -- | -- | -- | -- |
273.3 | 0.773 | 4.86 | -- | 1.03 | -- | -- | -- | -0.182 | 2.38 | -- | -- | -- | -- |
269.65 | 0.765 | 4.94 | -- | -- | 1.31 | -- | -- | -0.555 | -- | 6.446 | 47520 | -- | -- |
336.35 | 0.856 | 4.85 | -- | -- | -- | -- | -- | -0.162 | -- | -- | -- | -- | -- |
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 | 181.71 | humidity | 80 | 43200 | > th | dose independent | rect. | 14 | 1 |
2 | 182.05 | humidity | 80 | 43200 | < th | dose independent | rect. | 14 | 1 |
3 | 182.26 | wind | 9 | 14400 | < th | dose dependent | rect. | 12 | 1 |
4 | 182.32 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 1 |
5 | 182.35 | wind | 1 | 14400 | > th | dose dependent | rect. | 12 | 1 |
8 | 182.44 | atmosphere | 1010 | 14400 | > th | dose independent | rect. | 7 | 1 |
10 | 182.48 | wind | 3 | 14400 | < th | dose independent | rect. | 19 | 3 |
11 | 182.58 | humidity | 90 | 43200 | > th | dose independent | rect. | 20 | 1 |
12 | 182.63 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 20 |
15 | 182.70 | humidity | 90 | 43200 | > th | dose independent | rect. | 19 | 3 |
16 | 182.71 | humidity | 70 | 43200 | > th | dose dependent | rect. | 14 | 1 |
20 | 182.79 | wind | 3 | 43200 | < th | dose dependent | rect. | 21 | 2 |
23 | 182.82 | humidity | 90 | 43200 | > th | dose dependent | rect. | 19 | 5 |
25 | 182.84 | atmosphere | 1010 | 14400 | > th | dose independent | rect. | 6 | 3 |
40 | 182.97 | atmosphere | 1010 | 14400 | < th | dose independent | rect. | 6 | 3 |
42 | 183.00 | wind | 3 | 14400 | > th | dose independent | rect. | 19 | 3 |
45 | 183.07 | humidity | 80 | 43200 | > th | dose independent | rect. | 13 | 5 |
46 | 183.10 | atmosphere | 1010 | 14400 | < th | dose independent | rect. | 8 | 1 |
75 | 183.50 | wind | 3 | 14400 | > th | dose independent | rect. | 11 | 2 |
82 | 183.52 | wind | 3 | 14400 | > th | dose independent | rect. | 9 | 4 |
93 | 183.63 | wind | 3 | 14400 | < th | dose independent | rect. | 11 | 2 |
95 | 183.69 | humidity | 90 | 43200 | > th | dose independent | rect. | 16 | 8 |
117 | 183.88 | wind | 3 | 14400 | < th | dose independent | rect. | 9 | 4 |
123 | 183.94 | temperature | 25 | 1440 | > th | dose independent | rect. | 7 | 16 |
131 | 184.00 | radiation | 1 | 1440 | > th | dose independent | rect. | 11 | 20 |
141 | 184.04 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 20 |
162 | 184.17 | wind | 1 | 14400 | < th | dose dependent | rect. | 9 | 21 |
177 | 184.25 | humidity | 90 | 43200 | > th | dose dependent | sin | 17 | NA |
183 | 184.31 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 11 |
187 | 184.33 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 8 |
196 | 184.34 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 14 |
213 | 184.37 | radiation | 1 | 1440 | < th | dose dependent | sin | 15 | NA |
226 | 184.44 | temperature | 25 | 1440 | < th | dose independent | rect. | 7 | 16 |
229 | 184.45 | radiation | 1 | 1440 | < th | dose dependent | rect. | 14 | 3 |
230 | 184.47 | temperature | 25 | 1440 | > th | dose independent | rect. | 15 | 8 |
251 | 184.55 | wind | 7 | 14400 | < th | dose independent | rect. | 12 | 2 |
272 | 184.59 | temperature | 25 | 1440 | < th | dose independent | rect. | 15 | 8 |
336 | 184.80 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 5 |
338 | 184.81 | temperature | 25 | 1440 | > th | dose dependent | sin | 15 | NA |
341 | 184.81 | wind | 1 | 14400 | < th | dose dependent | rect. | 12 | 17 |
349 | 184.83 | atmosphere | 1015 | 14400 | > th | dose dependent | rect. | 6 | 2 |
351 | 184.83 | atmosphere | 1015 | 14400 | > th | dose dependent | rect. | 1 | 5 |
352 | 184.83 | atmosphere | 1015 | 14400 | > th | dose dependent | rect. | 5 | 5 |
353 | 184.83 | atmosphere | 1015 | 14400 | > th | dose dependent | rect. | 1 | 7 |
355 | 184.83 | atmosphere | 1015 | 14400 | > th | dose dependent | rect. | 3 | 8 |
359 | 184.84 | wind | 5 | 14400 | < th | dose dependent | rect. | 9 | 4 |
361 | 184.85 | atmosphere | 1015 | 14400 | > th | dose dependent | rect. | 2 | 2 |
365 | 184.86 | atmosphere | 1015 | 14400 | > th | dose dependent | rect. | 8 | 1 |
371 | 184.87 | temperature | 25 | 1440 | > th | dose dependent | rect. | 7 | 16 |
392 | 184.91 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 23 |
398 | 184.93 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 7 |
409 | 184.95 | temperature | 25 | 1440 | > th | dose dependent | rect. | 14 | 21 |
460 | 185.03 | temperature | 25 | 1440 | > th | dose dependent | rect. | 14 | 23 |
486 | 185.07 | wind | 7 | 14400 | > th | dose independent | rect. | 12 | 2 |
494 | 185.08 | atmosphere | 1015 | 14400 | < th | dose independent | rect. | 23 | 2 |
496 | 185.08 | radiation | 1 | 1440 | < th | dose independent | rect. | 12 | 6 |
503 | 185.09 | atmosphere | 1015 | 14400 | < th | dose independent | rect. | 22 | 4 |
511 | 185.09 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 18 |
516 | 185.10 | atmosphere | 1015 | 14400 | > th | dose independent | rect. | 21 | 7 |
527 | 185.10 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 23 |
533 | 185.11 | temperature | 25 | 1440 | > th | dose independent | rect. | 18 | 22 |
536 | 185.11 | temperature | 25 | 1440 | > th | dose dependent | rect. | 10 | 13 |
545 | 185.12 | atmosphere | 1015 | 14400 | > th | dose independent | rect. | 23 | 2 |
546 | 185.12 | atmosphere | 1015 | 14400 | > th | dose independent | rect. | 22 | 4 |
558 | 185.12 | temperature | 25 | 1440 | > th | dose dependent | rect. | 10 | 23 |
628 | 185.19 | radiation | 1 | 1440 | > th | dose independent | rect. | 11 | 7 |
631 | 185.19 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 11 |
644 | 185.20 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
688 | 185.25 | atmosphere | 1010 | 14400 | < th | dose independent | rect. | 21 | 1 |
691 | 185.25 | humidity | 90 | 43200 | < th | dose independent | rect. | 16 | 8 |
692 | 185.25 | atmosphere | 1015 | 14400 | < th | dose independent | rect. | 21 | 10 |
768 | 185.32 | atmosphere | 1015 | 14400 | > th | dose independent | rect. | 3 | 1 |
799 | 185.35 | temperature | 25 | 14400 | > th | dose independent | rect. | 17 | 2 |
811 | 185.36 | temperature | 25 | 14400 | < th | dose independent | rect. | 17 | 2 |
823 | 185.37 | wind | 7 | 14400 | < th | dose independent | rect. | 10 | 5 |
827 | 185.37 | humidity | 80 | 43200 | < th | dose independent | rect. | 7 | 11 |
831 | 185.37 | temperature | 25 | 1440 | > th | dose independent | rect. | 12 | 23 |
834 | 185.38 | atmosphere | 1015 | 14400 | < th | dose independent | rect. | 1 | 1 |
854 | 185.38 | temperature | 25 | 1440 | > th | dose dependent | rect. | 21 | 23 |
900 | 185.41 | temperature | 25 | 1440 | > th | dose independent | sin | 18 | NA |
974 | 185.43 | atmosphere | 1010 | 14400 | > th | dose independent | rect. | 21 | 1 |
991 | 185.44 | humidity | 90 | 43200 | < th | dose independent | rect. | 18 | 1 |