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Os01g0888200 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
94.32 | 0.456 | 11.3 | -0.392 | 1.69 | 0.798 | -0.15 | 1.82 | -0.876 | 18.9 | 0.1397 | 100 | -- | -- |
101.31 | 0.469 | 11.3 | -0.363 | 1.69 | 0.729 | -0.44 | -- | -0.872 | 18.8 | -3.344 | 112 | -- | -- |
94.38 | 0.452 | 11.3 | -0.393 | 1.69 | 0.801 | -- | 1.85 | -0.878 | 18.9 | 0.1161 | 100 | -- | -- |
101.78 | 0.47 | 11.3 | -0.355 | 1.69 | 0.688 | -- | -- | -0.871 | 18.7 | -3.233 | 112 | -- | -- |
157.68 | 0.585 | 11.3 | -0.491 | -- | 1.73 | -- | 0.0486 | -0.982 | -- | -42.52 | 695 | -- | -- |
107.46 | 0.486 | 11.3 | -0.35 | 1.76 | -- | -0.102 | -- | -0.834 | 17.9 | -- | -- | -- | -- |
107.48 | 0.485 | 11.3 | -0.349 | 1.76 | -- | -- | -- | -0.834 | 17.9 | -- | -- | -- | -- |
157.31 | 0.584 | 11.3 | -0.488 | -- | 1.74 | -- | -- | -1.04 | -- | -31.41 | 717 | -- | -- |
105.1 | 0.477 | 11.3 | -- | 1.69 | 0.682 | -- | -- | -0.831 | 18.7 | -4.668 | 112 | -- | -- |
267.2 | 0.764 | 11.3 | -0.403 | -- | -- | -- | -- | -0.875 | -- | -- | -- | -- | -- |
110.7 | 0.492 | 11.3 | -- | 1.76 | -- | -- | -- | -0.795 | 17.9 | -- | -- | -- | -- |
163.58 | 0.596 | 11.3 | -- | -- | 1.72 | -- | -- | -0.987 | -- | -57.45 | 717 | -- | -- |
271.47 | 0.769 | 11.3 | -- | -- | -- | -- | -- | -0.83 | -- | -- | -- | -- | -- |
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 | 80.31 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 7 | 20 |
7 | 83.00 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 7 | 20 |
10 | 83.84 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 18 |
11 | 83.88 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 18 |
14 | 84.32 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 4 |
35 | 85.30 | radiation | 1.0 | 270 | < th | dose independent | rect. | 24 | 21 |
37 | 85.48 | temperature | 25.0 | 270 | < th | dose independent | rect. | 24 | 11 |
38 | 85.52 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 9 |
44 | 85.84 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 24 | 21 |
45 | 85.85 | radiation | 1.0 | 270 | < th | dose dependent | sin | 2 | NA |
47 | 85.85 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
51 | 85.91 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 14 |
59 | 86.10 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
60 | 86.13 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 21 |
61 | 86.13 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 21 |
62 | 86.15 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 7 | 20 |
73 | 86.41 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 4 |
83 | 86.58 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 19 |
89 | 86.63 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 7 | 20 |
101 | 86.84 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 10 |
110 | 87.14 | radiation | 30.0 | 270 | < th | dose independent | rect. | 15 | 14 |
111 | 87.14 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
113 | 87.14 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 14 |
122 | 87.26 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 10 |
128 | 87.34 | radiation | 1.0 | 270 | < th | dose independent | sin | 2 | NA |
130 | 87.35 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 1 |
142 | 87.44 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 10 |
143 | 87.45 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 3 | 4 |
152 | 87.50 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 3 | 18 |
156 | 87.54 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 10 |
159 | 87.56 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 6 |
170 | 87.67 | temperature | 15.0 | 270 | > th | dose independent | rect. | 5 | 10 |
179 | 87.70 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 10 |
180 | 87.70 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 10 |
193 | 87.79 | wind | 5.0 | 270 | < th | dose independent | rect. | 2 | 3 |
195 | 87.84 | wind | 5.0 | 270 | < th | dose independent | rect. | 1 | 5 |
198 | 87.87 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 3 | 18 |
201 | 87.89 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 19 |
202 | 87.89 | radiation | 1.0 | 270 | > th | dose independent | rect. | 18 | 21 |
214 | 87.95 | wind | 9.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
221 | 87.98 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 24 | 11 |
230 | 88.03 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 20 |
232 | 88.04 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 10 |
233 | 88.04 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 14 |
234 | 88.04 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
237 | 88.08 | humidity | 50.0 | 270 | > th | dose independent | rect. | 15 | 14 |
241 | 88.09 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 4 |
244 | 88.09 | humidity | 50.0 | 90 | > th | dose independent | rect. | 3 | 4 |
247 | 88.09 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 4 |
249 | 88.09 | radiation | 30.0 | 90 | < th | dose independent | rect. | 3 | 4 |
251 | 88.09 | temperature | 10.0 | 90 | > th | dose independent | rect. | 7 | 20 |
255 | 88.10 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 15 | 14 |
260 | 88.11 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 22 | 6 |
264 | 88.13 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 2 |
289 | 88.21 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 5 |
292 | 88.21 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 5 |
295 | 88.21 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 5 |
296 | 88.21 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 5 |
297 | 88.21 | radiation | 20.0 | 270 | < th | dose independent | rect. | 1 | 5 |
313 | 88.24 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 15 | 16 |
332 | 88.26 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 4 |
336 | 88.26 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 22 | 17 |
338 | 88.27 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 7 | 9 |
340 | 88.29 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 5 |
342 | 88.29 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 5 |
343 | 88.29 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 16 | 15 |
345 | 88.30 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 3 | 8 |
350 | 88.34 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 4 |
351 | 88.34 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 4 |
374 | 88.37 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 14 |
375 | 88.37 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 19 |
379 | 88.38 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 15 | 16 |
389 | 88.42 | wind | 9.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
393 | 88.45 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 3 | 18 |
414 | 88.55 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 10 |
435 | 88.65 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 23 |
437 | 88.65 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 24 | 15 |
441 | 88.67 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 24 | 13 |
450 | 88.70 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 3 | 6 |
466 | 88.74 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 3 | 20 |
471 | 88.76 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 1 |
472 | 88.76 | radiation | 10.0 | 90 | < th | dose independent | rect. | 3 | 6 |
478 | 88.81 | radiation | 10.0 | 90 | < th | dose independent | rect. | 3 | 8 |
492 | 88.92 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 10 |
508 | 88.94 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
515 | 88.96 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 14 |
534 | 89.02 | radiation | 1.0 | 270 | > th | dose independent | sin | 3 | NA |
535 | 89.02 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 3 | 4 |
586 | 89.19 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 1 |
589 | 89.19 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 1 |
592 | 89.19 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 1 |
593 | 89.19 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 1 |
595 | 89.19 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 1 |
601 | 89.19 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 23 |
602 | 89.19 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 1 |
622 | 89.25 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 23 | 17 |
633 | 89.29 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 1 | 4 |
641 | 89.32 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 1 |
648 | 89.37 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 18 |
674 | 89.44 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 13 | 7 |
681 | 89.45 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 23 | 15 |
685 | 89.46 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 3 | 20 |
698 | 89.49 | radiation | 10.0 | 90 | < th | dose independent | rect. | 3 | 20 |
711 | 89.54 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 4 |
734 | 89.57 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 18 |
830 | 89.77 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 1 |
831 | 89.77 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 1 |
836 | 89.78 | temperature | 25.0 | 270 | > th | dose independent | rect. | 22 | 13 |
845 | 89.79 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 3 | 20 |
855 | 89.82 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 4 |
858 | 89.83 | temperature | 10.0 | 90 | > th | dose dependent | sin | 4 | NA |
951 | 90.02 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 3 | 1 |
976 | 90.05 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 13 | 17 |
983 | 90.06 | wind | 1.0 | 270 | > th | dose independent | rect. | 5 | 10 |
999 | 90.06 | radiation | 40.0 | 270 | < th | dose independent | rect. | 11 | 19 |