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Os05g0499500 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
87.86 | 0.44 | 10.2 | -2.83 | 0.688 | 1.79 | -0.0245 | -2.94 | -0.479 | 5.22 | 14.16 | 639 | -- | -- |
93.93 | 0.451 | 10.2 | -2.32 | 0.628 | 1.73 | 0.376 | -- | -0.34 | 5.48 | 13.8 | 710 | -- | -- |
87.84 | 0.437 | 10.2 | -2.81 | 0.709 | 1.8 | -- | -2.93 | -0.478 | 5.15 | 14.2 | 615 | -- | -- |
94.29 | 0.452 | 10.2 | -2.32 | 0.627 | 1.72 | -- | -- | -0.34 | 5.4 | 13.96 | 712 | -- | -- |
93.53 | 0.45 | 10.2 | -2.85 | -- | 1.66 | -- | -2.35 | -0.486 | -- | 11.68 | 1144 | -- | -- |
131.17 | 0.537 | 10.1 | -1.89 | 0.452 | -- | -0.0953 | -- | -0.0776 | 2.7 | -- | -- | -- | -- |
131.2 | 0.536 | 10.1 | -1.89 | 0.452 | -- | -- | -- | -0.0771 | 2.73 | -- | -- | -- | -- |
101.41 | 0.469 | 10.2 | -2.43 | -- | 1.43 | -- | -- | -0.36 | -- | 11.9 | 2526 | -- | -- |
218.92 | 0.689 | 10.1 | -- | 0.561 | 0.57 | -- | -- | 0.0415 | 3.92 | 19.6 | 466 | -- | -- |
143.09 | 0.559 | 10.1 | -1.87 | -- | -- | -- | -- | -0.0656 | -- | -- | -- | -- | -- |
225.03 | 0.702 | 10.1 | -- | 0.415 | -- | -- | -- | 0.133 | 2.68 | -- | -- | -- | -- |
224.93 | 0.699 | 10 | -- | -- | 0.493 | -- | -- | 0.246 | -- | 30.3 | 2606 | -- | -- |
235.09 | 0.716 | 10.1 | -- | -- | -- | -- | -- | 0.142 | -- | -- | -- | -- | -- |
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 | 85.03 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 11 |
2 | 85.04 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 13 |
3 | 85.07 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 6 |
5 | 85.16 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 9 |
10 | 86.48 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 6 |
11 | 86.56 | temperature | 15 | 720 | > th | dose dependent | rect. | 17 | 22 |
12 | 86.68 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 9 |
25 | 87.10 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 13 |
29 | 87.32 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 23 |
31 | 87.34 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 23 |
35 | 87.39 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 6 |
39 | 87.41 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 5 |
55 | 87.75 | temperature | 15 | 720 | > th | dose dependent | rect. | 14 | 23 |
59 | 87.81 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 9 |
63 | 87.83 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 23 |
66 | 87.92 | temperature | 30 | 720 | < th | dose dependent | rect. | 15 | 20 |
72 | 88.05 | temperature | 10 | 720 | > th | dose dependent | rect. | 10 | 23 |
76 | 88.14 | temperature | 10 | 720 | > th | dose dependent | no | NA | NA |
90 | 88.42 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 13 |
95 | 88.49 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 13 | 2 |
102 | 88.58 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 14 | 2 |
126 | 88.79 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 12 | 1 |
132 | 88.86 | temperature | 10 | 1440 | > th | dose dependent | rect. | 16 | 17 |
146 | 88.93 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 8 | 8 |
167 | 89.01 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 16 |
171 | 89.03 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 3 |
191 | 89.09 | temperature | 30 | 1440 | < th | dose dependent | rect. | 18 | 1 |
209 | 89.15 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 8 | 8 |
210 | 89.15 | wind | 9 | 43200 | > th | dose dependent | rect. | 19 | 2 |
213 | 89.17 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 9 | 6 |
220 | 89.19 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 4 |
223 | 89.20 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 11 | 4 |
236 | 89.23 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 7 |
241 | 89.25 | temperature | 10 | 1440 | > th | dose dependent | rect. | 17 | 7 |
262 | 89.30 | temperature | 15 | 720 | > th | dose dependent | rect. | 6 | 23 |
280 | 89.34 | temperature | 10 | 1440 | > th | dose dependent | sin | 13 | NA |
333 | 89.44 | temperature | 10 | 1440 | > th | dose dependent | rect. | 18 | 1 |
401 | 89.58 | wind | 7 | 43200 | > th | dose independent | rect. | 20 | 1 |
464 | 89.71 | temperature | 30 | 1440 | < th | dose dependent | sin | 12 | NA |
476 | 89.72 | temperature | 30 | 720 | < th | dose dependent | rect. | 22 | 23 |
502 | 89.76 | temperature | 30 | 720 | < th | dose dependent | no | NA | NA |
528 | 89.79 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 23 |
529 | 89.80 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 3 |
569 | 89.86 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 11 |
613 | 89.92 | temperature | 10 | 1440 | > th | dose dependent | rect. | 3 | 6 |
620 | 89.93 | temperature | 10 | 1440 | > th | dose dependent | rect. | 20 | 1 |
665 | 89.98 | temperature | 30 | 1440 | < th | dose dependent | rect. | 3 | 6 |
685 | 90.00 | humidity | 90 | 14400 | > th | dose dependent | rect. | 21 | 4 |
712 | 90.03 | wind | 9 | 43200 | > th | dose dependent | sin | 13 | NA |
725 | 90.05 | temperature | 30 | 720 | < th | dose dependent | rect. | 7 | 23 |
794 | 90.16 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 12 |
820 | 90.19 | temperature | 30 | 720 | < th | dose dependent | rect. | 4 | 23 |
929 | 90.35 | temperature | 10 | 1440 | > th | dose dependent | rect. | 1 | 12 |