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Os05g0587600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Non-protein coding transcript, unclassifiable transcript.
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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 = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
171.79 | 0.616 | 10.5 | -1.45 | 2.02 | 2.25 | -1.25 | 2.52 | -0.882 | 20.3 | 5.742 | 91 | 7.15 | 22.1 |
173.83 | 0.614 | 10.5 | -1.5 | 1.93 | 2.18 | -0.964 | -- | -0.889 | 20.2 | 1.718 | 92 | 7.14 | 22 |
174.03 | 0.614 | 10.5 | -1.5 | 1.91 | 2.29 | -- | 1.61 | -0.909 | 20.4 | 3.408 | 121 | 7.02 | 21.7 |
173.46 | 0.613 | 10.5 | -1.53 | 1.85 | 2.33 | -- | -- | -0.896 | 20.3 | -2.532 | 130 | 6.97 | 21.7 |
212.92 | 0.68 | 10.6 | -1.44 | -- | 3.06 | -- | -0.11 | -1.17 | -- | -2.946 | 476 | 6.38 | 18 |
236.69 | 0.721 | 10.5 | -1.32 | 2.6 | -- | -1.3 | -- | -0.858 | 19.4 | -- | -- | -- | -- |
241.29 | 0.727 | 10.5 | -1.29 | 2.59 | -- | -- | -- | -0.861 | 19.4 | -- | -- | -- | -- |
199.49 | 0.658 | 10.5 | -1.52 | -- | 3.23 | -- | -- | -0.987 | -- | -18.19 | 449 | 6.72 | 18 |
233.62 | 0.712 | 10.5 | -- | 2.02 | 1.97 | -- | -- | -0.698 | 20 | -4.754 | 123 | 7.02 | 21.7 |
599.75 | 1.14 | 10.5 | -1.33 | -- | -- | -- | -- | -0.903 | -- | -- | -- | -- | -- |
284.96 | 0.79 | 10.5 | -- | 2.61 | -- | -- | -- | -0.718 | 19.4 | -- | -- | -- | -- |
249.02 | 0.735 | 10.4 | -- | -- | 2.93 | -- | -- | -0.653 | -- | -85.05 | 443 | 7.03 | 17.3 |
646.34 | 1.19 | 10.4 | -- | -- | -- | -- | -- | -0.756 | -- | -- | -- | -- | -- |
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 | 176.85 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 7 | 22 |
4 | 180.63 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
5 | 180.67 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 12 |
6 | 181.00 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 8 |
7 | 181.21 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 16 |
8 | 181.61 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 22 | 13 |
9 | 181.65 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 10 |
19 | 183.13 | wind | 9.0 | 90 | < th | dose independent | rect. | 7 | 22 |
26 | 183.79 | wind | 7.0 | 90 | < th | dose independent | rect. | 5 | 2 |
28 | 183.79 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 2 |
30 | 183.79 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 2 |
31 | 183.79 | humidity | 50.0 | 90 | > th | dose independent | rect. | 5 | 2 |
33 | 183.79 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 2 |
34 | 183.79 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 2 |
35 | 183.79 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 2 |
36 | 183.79 | temperature | 10.0 | 90 | > th | dose independent | rect. | 7 | 22 |
39 | 183.93 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 2 |
40 | 183.93 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 2 |
48 | 184.30 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 7 | 22 |
49 | 184.30 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 7 | 22 |
57 | 185.05 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
58 | 185.11 | wind | 9.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
59 | 185.25 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 2 | 18 |
61 | 185.39 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 2 |
69 | 185.77 | temperature | 30.0 | 90 | < th | dose dependent | sin | 3 | NA |
74 | 186.15 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
80 | 186.44 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 2 | 8 |
83 | 186.48 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
93 | 186.95 | wind | 9.0 | 1440 | < th | dose independent | rect. | 6 | 3 |
94 | 186.95 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
97 | 186.95 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
99 | 186.95 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
100 | 186.95 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 6 | 3 |
101 | 186.95 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 21 |
114 | 187.55 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 2 | 13 |
121 | 187.76 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 24 | 5 |
129 | 188.02 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 17 |
131 | 188.11 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 5 | 2 |
157 | 188.78 | wind | 1.0 | 90 | > th | dose independent | rect. | 5 | 2 |
162 | 188.90 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 2 |
174 | 189.01 | wind | 1.0 | 90 | > th | dose independent | rect. | 4 | 4 |
184 | 189.12 | temperature | 30.0 | 270 | < th | dose dependent | sin | 5 | NA |
222 | 189.95 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
241 | 190.44 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 7 | 22 |
249 | 190.69 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 8 |
251 | 190.85 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 3 |
276 | 191.25 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 3 | 8 |
277 | 191.28 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 6 |
281 | 191.48 | temperature | 25.0 | 90 | < th | dose independent | rect. | 5 | 6 |
295 | 191.88 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
304 | 192.11 | temperature | 25.0 | 90 | < th | dose independent | rect. | 5 | 16 |
328 | 192.47 | temperature | 25.0 | 90 | < th | dose independent | rect. | 5 | 14 |
340 | 192.73 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 6 |
352 | 192.98 | wind | 9.0 | 90 | < th | dose dependent | rect. | 7 | 22 |
362 | 193.22 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 5 | 17 |
368 | 193.31 | temperature | 20.0 | 270 | > th | dose dependent | sin | 6 | NA |
369 | 193.32 | temperature | 25.0 | 90 | < th | dose independent | rect. | 5 | 12 |
384 | 193.48 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 5 | 6 |
389 | 193.56 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 18 |
399 | 193.80 | temperature | 10.0 | 270 | > th | dose dependent | sin | 7 | NA |
407 | 193.88 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 7 | 22 |
419 | 194.10 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 18 |
435 | 194.37 | temperature | 25.0 | 90 | < th | dose independent | rect. | 5 | 10 |
457 | 194.55 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 6 | 2 |
484 | 194.73 | temperature | 25.0 | 90 | < th | dose independent | rect. | 5 | 8 |
526 | 195.06 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 16 |
527 | 195.06 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 5 | 17 |
528 | 195.08 | humidity | 50.0 | 30 | > th | dose independent | rect. | 8 | 21 |
552 | 195.31 | wind | 5.0 | 90 | < th | dose independent | rect. | 21 | 8 |
562 | 195.47 | temperature | 20.0 | 90 | > th | dose dependent | sin | 4 | NA |
567 | 195.51 | humidity | 80.0 | 90 | > th | dose independent | rect. | 5 | 6 |
592 | 195.75 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
650 | 196.07 | wind | 9.0 | 30 | < th | dose dependent | rect. | 22 | 7 |
691 | 196.36 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 21 | NA |
741 | 196.69 | temperature | 25.0 | 270 | > th | dose independent | rect. | 22 | 15 |
758 | 196.76 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 24 | 5 |
867 | 197.55 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 16 | 15 |
874 | 197.61 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 5 | 8 |
881 | 197.63 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 14 |
922 | 197.87 | temperature | 25.0 | 270 | < th | dose independent | sin | 4 | NA |
957 | 197.98 | temperature | 15.0 | 90 | > th | dose independent | rect. | 5 | 17 |