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Os03g0255900 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
201.31 | 0.667 | 9 | 0.597 | 1.8 | 1.18 | -1.68 | -0.789 | 0.826 | 3.07 | 20 | 1342 | -- | -- |
202.5 | 0.663 | 9 | 0.533 | 1.81 | 1.19 | -1.5 | -- | 0.805 | 3.05 | 20 | 1334 | -- | -- |
210.26 | 0.675 | 8.99 | 0.59 | 1.8 | 1.19 | -- | -0.384 | 0.826 | 3.04 | 20.01 | 1341 | -- | -- |
210.49 | 0.676 | 9 | 0.541 | 1.81 | 1.2 | -- | -- | 0.811 | 2.99 | 20 | 1336 | -- | -- |
231.91 | 0.709 | 9.04 | 0.688 | -- | 1.68 | -- | -0.348 | 0.789 | -- | 14.64 | 429 | -- | -- |
242.43 | 0.73 | 9.06 | 0.363 | 1.66 | -- | -1.84 | -- | 0.527 | 3.52 | -- | -- | -- | -- |
252.92 | 0.745 | 9.06 | 0.395 | 1.66 | -- | -- | -- | 0.538 | 3.52 | -- | -- | -- | -- |
230.87 | 0.708 | 9.05 | 0.373 | -- | 1.69 | -- | -- | 0.608 | -- | 9.848 | 432 | -- | -- |
218.43 | 0.688 | 9 | -- | 1.8 | 1.16 | -- | -- | 0.791 | 3.04 | 20 | 1330 | -- | -- |
405.98 | 0.941 | 9.06 | 0.464 | -- | -- | -- | -- | 0.582 | -- | -- | -- | -- | -- |
257.03 | 0.75 | 9.07 | -- | 1.66 | -- | -- | -- | 0.494 | 3.52 | -- | -- | -- | -- |
234.45 | 0.713 | 9.05 | -- | -- | 1.73 | -- | -- | 0.592 | -- | 10 | 440 | -- | -- |
411.67 | 0.947 | 9.07 | -- | -- | -- | -- | -- | 0.53 | -- | -- | -- | -- | -- |
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 | 198.28 | temperature | 30 | 720 | < th | dose independent | rect. | 16 | 14 |
2 | 198.35 | humidity | 70 | 720 | < th | dose independent | rect. | 16 | 3 |
4 | 199.22 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 7 |
6 | 199.32 | temperature | 30 | 720 | > th | dose independent | rect. | 16 | 2 |
8 | 199.77 | humidity | 70 | 720 | < th | dose independent | rect. | 16 | 16 |
12 | 200.07 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 22 |
13 | 200.43 | humidity | 70 | 1440 | > th | dose independent | rect. | 17 | 21 |
50 | 201.40 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 22 |
52 | 201.49 | humidity | 70 | 1440 | < th | dose dependent | rect. | 13 | 4 |
53 | 201.62 | humidity | 70 | 1440 | < th | dose independent | rect. | 17 | 22 |
62 | 201.78 | humidity | 70 | 1440 | < th | dose independent | rect. | 11 | 21 |
74 | 202.14 | radiation | 20 | 1440 | < th | dose independent | rect. | 15 | 23 |
90 | 202.16 | humidity | 70 | 1440 | < th | dose independent | sin | 18 | NA |
91 | 202.18 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 1 |
96 | 202.25 | humidity | 70 | 1440 | < th | dose independent | rect. | 11 | 8 |
98 | 202.28 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 14 |
118 | 202.38 | radiation | 20 | 1440 | < th | dose dependent | rect. | 16 | 22 |
123 | 202.44 | temperature | 30 | 720 | < th | dose independent | sin | 15 | NA |
135 | 202.44 | humidity | 80 | 720 | < th | dose dependent | rect. | 16 | 17 |
154 | 202.55 | humidity | 70 | 720 | < th | dose independent | sin | 13 | NA |
165 | 202.71 | humidity | 70 | 1440 | < th | dose independent | rect. | 6 | 13 |
177 | 202.73 | humidity | 80 | 720 | < th | dose dependent | rect. | 16 | 3 |
183 | 202.80 | humidity | 70 | 1440 | > th | dose independent | rect. | 10 | 22 |
189 | 202.84 | humidity | 70 | 1440 | < th | dose independent | no | NA | NA |
261 | 202.88 | humidity | 70 | 1440 | < th | dose dependent | rect. | 13 | 21 |
285 | 203.04 | radiation | 20 | 1440 | < th | dose independent | rect. | 6 | 18 |
301 | 203.07 | radiation | 20 | 1440 | < th | dose independent | rect. | 20 | 21 |
311 | 203.08 | radiation | 20 | 1440 | < th | dose independent | rect. | 5 | 12 |
338 | 203.10 | radiation | 20 | 1440 | < th | dose independent | no | NA | NA |
360 | 203.11 | radiation | 20 | 1440 | < th | dose independent | rect. | 22 | 23 |
362 | 203.11 | humidity | 80 | 1440 | < th | dose dependent | rect. | 24 | 20 |
373 | 203.12 | radiation | 1 | 1440 | > th | dose dependent | rect. | 12 | 21 |
411 | 203.18 | humidity | 80 | 1440 | < th | dose dependent | rect. | 6 | 14 |
415 | 203.19 | temperature | 30 | 720 | > th | dose independent | sin | 13 | NA |
416 | 203.19 | humidity | 70 | 1440 | > th | dose independent | sin | 18 | NA |
435 | 203.24 | radiation | 20 | 1440 | < th | dose dependent | rect. | 6 | 18 |
445 | 203.28 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 6 |
456 | 203.30 | radiation | 20 | 1440 | < th | dose dependent | rect. | 6 | 12 |
500 | 203.36 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 6 |
502 | 203.37 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 13 |
516 | 203.39 | radiation | 20 | 1440 | < th | dose dependent | rect. | 19 | 23 |
527 | 203.41 | humidity | 70 | 1440 | > th | dose independent | rect. | 10 | 14 |
561 | 203.44 | humidity | 70 | 1440 | > th | dose independent | rect. | 10 | 11 |
567 | 203.44 | radiation | 20 | 1440 | < th | dose dependent | no | NA | NA |
577 | 203.45 | temperature | 25 | 720 | > th | dose dependent | rect. | 16 | 3 |
584 | 203.45 | radiation | 20 | 1440 | < th | dose dependent | rect. | 22 | 23 |
631 | 203.51 | radiation | 20 | 1440 | < th | dose independent | sin | 23 | NA |
654 | 203.57 | humidity | 80 | 1440 | < th | dose dependent | rect. | 15 | 23 |
662 | 203.59 | humidity | 70 | 1440 | > th | dose independent | rect. | 5 | 19 |
704 | 203.64 | humidity | 70 | 1440 | > th | dose independent | no | NA | NA |
721 | 203.65 | humidity | 70 | 1440 | > th | dose independent | rect. | 22 | 23 |
786 | 203.68 | humidity | 80 | 1440 | < th | dose dependent | rect. | 6 | 22 |
808 | 203.70 | humidity | 80 | 1440 | < th | dose dependent | no | NA | NA |
829 | 203.72 | wind | 5 | 14400 | > th | dose dependent | rect. | 7 | 2 |
852 | 203.75 | wind | 9 | 43200 | > th | dose dependent | rect. | 14 | 4 |
867 | 203.77 | humidity | 80 | 1440 | < th | dose dependent | rect. | 9 | 23 |
888 | 203.81 | radiation | 20 | 1440 | < th | dose dependent | rect. | 8 | 23 |
907 | 203.84 | humidity | 80 | 1440 | < th | dose dependent | sin | 21 | NA |
939 | 203.89 | wind | 5 | 14400 | > th | dose independent | rect. | 24 | 11 |
978 | 203.92 | radiation | 20 | 1440 | < th | dose independent | sin | 13 | NA |
992 | 203.93 | radiation | 30 | 1440 | < th | dose dependent | sin | 13 | NA |