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Os05g0166600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Curculin-like (mannose-binding) lectin domain containing 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 independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
154.11 | 0.583 | 3.05 | -0.0559 | 0.179 | -0.549 | -0.217 | 1.27 | -0.0232 | 8.52 | 10.82 | 1390 | -- | -- |
157.75 | 0.585 | 3.05 | -0.0647 | 0.159 | -0.579 | -0.269 | -- | -0.013 | 8.39 | 10.59 | 1383 | -- | -- |
154.26 | 0.578 | 3.05 | -0.0593 | 0.179 | -0.547 | -- | 1.3 | -0.0225 | 8.55 | 10.82 | 1390 | -- | -- |
157.17 | 0.584 | 3.08 | -0.234 | 0.142 | -0.551 | -- | -- | -0.0735 | 7.92 | 11.1 | 1390 | -- | -- |
154.81 | 0.579 | 3.05 | -0.0618 | -- | -0.603 | -- | 1.39 | -0.0157 | -- | 10.83 | 1298 | -- | -- |
164.68 | 0.602 | 3.11 | -0.406 | 0.212 | -- | -0.23 | -- | -0.251 | 9.16 | -- | -- | -- | -- |
164.86 | 0.601 | 3.11 | -0.414 | 0.213 | -- | -- | -- | -0.251 | 9.23 | -- | -- | -- | -- |
157.3 | 0.584 | 3.08 | -0.252 | -- | -0.584 | -- | -- | -0.0889 | -- | 10.57 | 1290 | -- | -- |
158.54 | 0.586 | 3.07 | -- | 0.162 | -0.571 | -- | -- | -0.0611 | 7.87 | 10.48 | 1378 | -- | -- |
167.5 | 0.605 | 3.12 | -0.415 | -- | -- | -- | -- | -0.25 | -- | -- | -- | -- | -- |
169.38 | 0.609 | 3.1 | -- | 0.213 | -- | -- | -- | -0.205 | 9.38 | -- | -- | -- | -- |
158.84 | 0.587 | 3.07 | -- | -- | -0.657 | -- | -- | -0.0513 | -- | 10.49 | 1292 | -- | -- |
172.04 | 0.612 | 3.11 | -- | -- | -- | -- | -- | -0.204 | -- | -- | -- | -- | -- |
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 | 146.85 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
2 | 146.85 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
3 | 147.91 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 3 |
4 | 148.34 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 3 |
5 | 148.34 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 3 |
6 | 148.94 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 1 |
7 | 148.94 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 1 |
17 | 149.30 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
18 | 149.30 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 1 |
19 | 149.43 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
23 | 149.47 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
24 | 149.49 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
72 | 151.49 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 4 | 1 |
77 | 151.74 | wind | 1.0 | 720 | < th | dose independent | rect. | 23 | 1 |
79 | 151.78 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 21 | 1 |
92 | 151.92 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 15 | 1 |
94 | 151.95 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 20 | 9 |
100 | 152.06 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
101 | 152.06 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 2 |
104 | 152.39 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
106 | 152.39 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
108 | 152.39 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
159 | 152.39 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
163 | 152.39 | radiation | 20.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
228 | 153.10 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 5 |
233 | 153.16 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 20 | 1 |
240 | 153.38 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
241 | 153.42 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
243 | 153.44 | wind | 1.0 | 270 | < th | dose dependent | rect. | 24 | 1 |
244 | 153.47 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 20 | 2 |
246 | 153.54 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 11 | 2 |
249 | 153.62 | radiation | 30.0 | 43200 | < th | dose independent | rect. | 17 | 9 |
251 | 153.67 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 19 | 4 |
266 | 153.96 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 5 | 10 |
289 | 154.08 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 22 | 8 |
296 | 154.12 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 16 |
319 | 154.20 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 11 | 22 |
331 | 154.27 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 22 | 8 |
332 | 154.28 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 22 | 8 |
334 | 154.28 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 22 | 8 |
348 | 154.41 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
351 | 154.42 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 9 | 1 |
354 | 154.43 | radiation | 10.0 | 1440 | > th | dose independent | sin | 1 | NA |
381 | 154.56 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 14 | 1 |
401 | 154.65 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 8 | 23 |
433 | 154.70 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 8 | 19 |
471 | 154.80 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 19 | 10 |
477 | 154.82 | radiation | 10.0 | 1440 | > th | dose independent | no | NA | NA |
557 | 154.82 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 22 | 7 |
597 | 154.86 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 19 | 10 |
599 | 154.86 | radiation | 20.0 | 1440 | < th | dose dependent | sin | 20 | NA |
606 | 154.87 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 22 | 7 |
615 | 154.89 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 24 | 5 |
617 | 154.90 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 3 | 2 |
628 | 154.92 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 3 | 2 |
629 | 154.92 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 24 | 5 |
637 | 154.93 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 9 | 1 |
656 | 154.95 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 14 | 23 |
657 | 154.96 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 4 | 1 |
667 | 154.96 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 4 | 1 |
739 | 155.11 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 23 | 2 |
753 | 155.16 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 7 |
766 | 155.16 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 18 |
772 | 155.17 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 13 |
773 | 155.17 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 16 |
781 | 155.18 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
784 | 155.20 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 15 | 1 |
893 | 155.44 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 8 | 1 |
921 | 155.46 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 1 |
923 | 155.46 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 1 |
933 | 155.48 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 8 | 1 |
936 | 155.48 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 3 | 5 |
977 | 155.54 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 1 | 7 |
990 | 155.55 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 21 | 6 |