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Os04g0498900 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22.15 | 0.221 | 10.7 | -0.279 | 0.035 | 0.296 | -0.0832 | 0.657 | 0.307 | 13.3 | 65 | 6011 | -- | -- |
22.57 | 0.221 | 10.7 | -0.286 | 0.0651 | 0.302 | -0.137 | -- | 0.349 | 13.9 | 69.31 | 6171 | -- | -- |
22.18 | 0.219 | 10.7 | -0.281 | 0.0353 | 0.292 | -- | 0.663 | 0.306 | 12.9 | 65 | 6000 | -- | -- |
22.55 | 0.221 | 10.7 | -0.279 | 0.051 | 0.332 | -- | -- | 0.358 | 14.5 | 69.24 | 6161 | -- | -- |
22.25 | 0.22 | 10.7 | -0.28 | -- | 0.283 | -- | 0.677 | 0.306 | -- | 65.2 | 5941 | -- | -- |
24.14 | 0.23 | 10.7 | -0.257 | 0.0363 | -- | -0.0542 | -- | 0.321 | 13 | -- | -- | -- | -- |
24.16 | 0.23 | 10.7 | -0.259 | 0.0364 | -- | -- | -- | 0.32 | 12.7 | -- | -- | -- | -- |
22.72 | 0.222 | 10.7 | -0.278 | -- | 0.329 | -- | -- | 0.357 | -- | 69.48 | 6029 | -- | -- |
24.55 | 0.231 | 10.7 | -- | 0.0524 | 0.31 | -- | -- | 0.386 | 13.7 | 69.19 | 6003 | -- | -- |
24.24 | 0.23 | 10.7 | -0.26 | -- | -- | -- | -- | 0.32 | -- | -- | -- | -- | -- |
25.92 | 0.238 | 10.7 | -- | 0.0405 | -- | -- | -- | 0.349 | 13 | -- | -- | -- | -- |
24.71 | 0.232 | 10.7 | -- | -- | 0.302 | -- | -- | 0.384 | -- | 69.19 | 6001 | -- | -- |
26.02 | 0.238 | 10.7 | -- | -- | -- | -- | -- | 0.348 | -- | -- | -- | -- | -- |
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 | 20.81 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 9 |
6 | 20.93 | wind | 1.0 | 1440 | < th | dose independent | rect. | 12 | 1 |
7 | 20.96 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 9 |
8 | 20.98 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 9 |
10 | 20.98 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 9 |
14 | 21.02 | wind | 1.0 | 1440 | > th | dose independent | rect. | 12 | 1 |
19 | 21.06 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 7 |
21 | 21.06 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 12 | 2 |
22 | 21.06 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 7 |
44 | 21.22 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 14 |
45 | 21.22 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 14 |
48 | 21.22 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 14 |
51 | 21.24 | wind | 1.0 | 1440 | < th | dose independent | rect. | 12 | 7 |
59 | 21.28 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 12 | 7 |
60 | 21.29 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 4 | NA |
73 | 21.34 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 3 | NA |
74 | 21.34 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 3 | NA |
77 | 21.34 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 3 | NA |
100 | 21.41 | wind | 1.0 | 1440 | > th | dose independent | rect. | 12 | 7 |
125 | 21.45 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 9 |
184 | 21.53 | radiation | 40.0 | 4320 | > th | dose independent | rect. | 15 | 17 |
310 | 21.69 | radiation | 40.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
349 | 21.72 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 1 |
355 | 21.72 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 1 |
377 | 21.76 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 6 |
397 | 21.78 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 15 | 16 |
407 | 21.79 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 2 | 18 |
437 | 21.84 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
465 | 21.85 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 1 |
471 | 21.86 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 1 |
479 | 21.86 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 1 |
498 | 21.89 | temperature | 25.0 | 270 | > th | dose independent | rect. | 17 | 8 |
512 | 21.90 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 14 | 17 |
513 | 21.91 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 19 | 1 |
520 | 21.91 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 15 | 17 |
525 | 21.92 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 1 |
530 | 21.92 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 23 | 1 |
566 | 21.95 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 19 | 1 |
570 | 21.95 | temperature | 25.0 | 270 | < th | dose independent | rect. | 13 | 17 |
573 | 21.95 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 19 | 1 |
579 | 21.96 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 4 | 6 |
602 | 21.98 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 15 | 3 |
635 | 22.00 | temperature | 25.0 | 720 | > th | dose independent | rect. | 16 | 3 |
682 | 22.03 | wind | 5.0 | 270 | < th | dose independent | rect. | 16 | 9 |
688 | 22.03 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 14 | 1 |
689 | 22.03 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
706 | 22.04 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 12 | 4 |
707 | 22.04 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 7 | 5 |
780 | 22.07 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 20 | 7 |
796 | 22.08 | wind | 1.0 | 1440 | < th | dose independent | rect. | 12 | 13 |
798 | 22.08 | radiation | 1.0 | 270 | > th | dose independent | rect. | 17 | 19 |
819 | 22.09 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 2 | 8 |
822 | 22.09 | wind | 1.0 | 1440 | < th | dose independent | rect. | 10 | 15 |
823 | 22.09 | humidity | 50.0 | 270 | > th | dose independent | rect. | 12 | 18 |
847 | 22.10 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 18 | 9 |
851 | 22.11 | wind | 1.0 | 4320 | > th | dose independent | rect. | 18 | 1 |
899 | 22.13 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 16 |
910 | 22.14 | wind | 1.0 | 4320 | < th | dose independent | rect. | 17 | 2 |
961 | 22.15 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 12 | 22 |
963 | 22.16 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 16 | 1 |
988 | 22.16 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 12 | 9 |