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Os03g0358700 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
110.29 | 0.493 | 12.4 | -0.465 | 1.98 | -0.857 | -0.536 | -0.547 | -0.705 | 10.2 | 20.7 | 1278 | -- | -- |
110.69 | 0.49 | 12.4 | -0.383 | 1.97 | -0.755 | -0.421 | -- | -0.685 | 10.1 | 20.9 | 1185 | -- | -- |
110.98 | 0.491 | 12.4 | -0.451 | 1.96 | -0.744 | -- | -0.151 | -0.687 | 10.1 | 21.29 | 1140 | -- | -- |
111.03 | 0.491 | 12.4 | -0.409 | 1.96 | -0.736 | -- | -- | -0.673 | 10.1 | 21.25 | 1130 | -- | -- |
324.71 | 0.839 | 12.4 | -0.153 | -- | -1.12 | -- | 0.281 | -0.482 | -- | 21.8 | 872 | -- | -- |
126.41 | 0.527 | 12.5 | -0.687 | 2.02 | -- | -0.504 | -- | -0.874 | 10.3 | -- | -- | -- | -- |
127.42 | 0.529 | 12.5 | -0.707 | 2.02 | -- | -- | -- | -0.875 | 10.2 | -- | -- | -- | -- |
324.01 | 0.838 | 12.5 | -0.333 | -- | -1.19 | -- | -- | -0.601 | -- | 21.39 | 849 | -- | -- |
115.05 | 0.5 | 12.4 | -- | 1.95 | -0.861 | -- | -- | -0.625 | 10.1 | 21.29 | 1143 | -- | -- |
376.53 | 0.907 | 12.5 | -0.737 | -- | -- | -- | -- | -0.88 | -- | -- | -- | -- | -- |
140.61 | 0.555 | 12.5 | -- | 2.03 | -- | -- | -- | -0.796 | 10.3 | -- | -- | -- | -- |
325.39 | 0.84 | 12.4 | -- | -- | -1.3 | -- | -- | -0.494 | -- | 21.35 | 870 | -- | -- |
390.86 | 0.923 | 12.5 | -- | -- | -- | -- | -- | -0.798 | -- | -- | -- | -- | -- |
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 | 108.10 | humidity | 50 | 1440 | < th | dose dependent | rect. | 16 | 1 |
2 | 108.16 | humidity | 50 | 1440 | < th | dose independent | rect. | 16 | 1 |
3 | 109.02 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 8 |
4 | 109.06 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 10 |
5 | 109.11 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 6 |
9 | 109.18 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 10 |
12 | 109.30 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 8 |
21 | 109.38 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 6 |
23 | 109.39 | humidity | 50 | 1440 | > th | dose independent | rect. | 16 | 1 |
27 | 109.44 | wind | 1 | 43200 | > th | dose dependent | rect. | 1 | 1 |
47 | 109.75 | temperature | 30 | 720 | > th | dose dependent | rect. | 18 | 1 |
76 | 110.06 | temperature | 20 | 1440 | > th | dose independent | rect. | 23 | 2 |
88 | 110.18 | temperature | 20 | 1440 | > th | dose independent | sin | 12 | NA |
90 | 110.18 | temperature | 25 | 270 | > th | dose dependent | rect. | 18 | 20 |
116 | 110.43 | temperature | 20 | 1440 | < th | dose independent | rect. | 23 | 2 |
122 | 110.45 | temperature | 20 | 1440 | < th | dose independent | sin | 12 | NA |
151 | 110.62 | wind | 3 | 1440 | < th | dose independent | rect. | 8 | 1 |
164 | 110.71 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 1 |
169 | 110.73 | wind | 3 | 1440 | < th | dose dependent | rect. | 8 | 3 |
189 | 110.86 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 1 |
199 | 110.90 | wind | 9 | 43200 | < th | dose dependent | rect. | 1 | 1 |
207 | 110.94 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 1 |
229 | 111.06 | temperature | 25 | 270 | > th | dose dependent | rect. | 9 | 4 |
232 | 111.08 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 1 |
239 | 111.10 | temperature | 25 | 270 | > th | dose dependent | rect. | 1 | 12 |
243 | 111.13 | temperature | 25 | 270 | > th | dose dependent | rect. | 4 | 9 |
252 | 111.15 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 1 |
259 | 111.17 | wind | 3 | 1440 | < th | dose dependent | rect. | 8 | 1 |
264 | 111.21 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 2 |
295 | 111.32 | wind | 3 | 1440 | < th | dose dependent | rect. | 10 | 1 |
325 | 111.38 | temperature | 25 | 720 | < th | dose independent | rect. | 6 | 8 |
350 | 111.49 | wind | 3 | 1440 | > th | dose independent | rect. | 8 | 1 |
383 | 111.62 | temperature | 25 | 720 | > th | dose independent | rect. | 6 | 9 |
384 | 111.62 | temperature | 25 | 720 | > th | dose independent | rect. | 4 | 11 |
428 | 111.78 | temperature | 15 | 270 | > th | dose dependent | rect. | 9 | 15 |
441 | 111.83 | wind | 3 | 1440 | < th | dose independent | rect. | 8 | 3 |
460 | 111.90 | humidity | 70 | 720 | > th | dose independent | rect. | 18 | 10 |
468 | 111.91 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 1 |
480 | 111.94 | temperature | 20 | 720 | > th | dose independent | rect. | 4 | 18 |
484 | 111.95 | temperature | 25 | 720 | < th | dose independent | rect. | 2 | 13 |
563 | 112.18 | temperature | 25 | 270 | > th | dose dependent | sin | 5 | NA |
564 | 112.19 | temperature | 20 | 1440 | > th | dose independent | no | NA | NA |
597 | 112.28 | temperature | 10 | 720 | > th | dose dependent | rect. | 4 | 9 |
599 | 112.29 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 23 |
604 | 112.31 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 23 |
632 | 112.39 | temperature | 25 | 270 | < th | dose independent | rect. | 24 | 21 |
640 | 112.42 | wind | 3 | 1440 | < th | dose independent | rect. | 10 | 1 |
643 | 112.42 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 23 |
644 | 112.42 | temperature | 20 | 1440 | > th | dose independent | rect. | 23 | 23 |
659 | 112.47 | wind | 3 | 1440 | > th | dose independent | rect. | 8 | 3 |
662 | 112.48 | temperature | 20 | 1440 | < th | dose independent | no | NA | NA |
673 | 112.51 | temperature | 25 | 720 | < th | dose independent | sin | 3 | NA |
703 | 112.59 | radiation | 10 | 1440 | < th | dose independent | rect. | 15 | 4 |
705 | 112.59 | radiation | 10 | 1440 | < th | dose independent | rect. | 15 | 12 |
709 | 112.59 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 23 |
712 | 112.60 | radiation | 10 | 1440 | < th | dose independent | rect. | 15 | 8 |
713 | 112.60 | radiation | 10 | 1440 | < th | dose independent | rect. | 15 | 10 |
718 | 112.60 | temperature | 25 | 1440 | < th | dose dependent | rect. | 20 | 7 |
724 | 112.61 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 23 |
730 | 112.63 | temperature | 20 | 1440 | < th | dose independent | rect. | 23 | 23 |
731 | 112.63 | temperature | 15 | 1440 | > th | dose dependent | rect. | 1 | 1 |
732 | 112.63 | temperature | 25 | 1440 | < th | dose dependent | rect. | 1 | 1 |
773 | 112.76 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 23 |
784 | 112.78 | temperature | 25 | 720 | < th | dose dependent | rect. | 5 | 14 |
789 | 112.80 | wind | 1 | 90 | < th | dose independent | rect. | 4 | 1 |
856 | 112.95 | wind | 1 | 90 | < th | dose dependent | rect. | 4 | 1 |
881 | 113.01 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 1 |
893 | 113.04 | humidity | 80 | 14400 | < th | dose dependent | rect. | 6 | 1 |
905 | 113.07 | humidity | 70 | 720 | > th | dose independent | rect. | 17 | 13 |
910 | 113.08 | radiation | 10 | 1440 | < th | dose independent | sin | 15 | NA |
922 | 113.10 | wind | 3 | 43200 | > th | dose independent | rect. | 1 | 1 |
925 | 113.10 | temperature | 25 | 720 | < th | dose dependent | sin | 0 | NA |
927 | 113.11 | wind | 3 | 1440 | < th | dose independent | rect. | 7 | 6 |
935 | 113.12 | humidity | 70 | 720 | > th | dose independent | rect. | 17 | 7 |
944 | 113.13 | humidity | 70 | 720 | < th | dose dependent | rect. | 19 | 12 |
958 | 113.15 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 14 |
959 | 113.16 | humidity | 80 | 1440 | < th | dose independent | rect. | 6 | 6 |
977 | 113.18 | humidity | 70 | 720 | < th | dose dependent | rect. | 19 | 1 |
1000 | 113.20 | humidity | 70 | 720 | < th | dose independent | rect. | 19 | 12 |